Social Media Retrieval

This comprehensive text/reference examines in depth the synergy between multimedia content analysis, personalization, and next-generation networking. The book demonstrates how this integration can result in robust, personalized services that provide users with an improved multimedia-centric quality of experience. Each chapter offers a practical step-by-step walkthrough for a variety of concepts, components and technologies relating to the development of applications and services. Topics and features: introduces the fundamentals of social media retrieval, presenting the most important areas of research in this domain; examines the important topic of multimedia tagging in social environments, including geo-tagging; discusses issues of personalization and privacy in social media; reviews advances in encoding, compression and network architectures for the exchange of social media information; describes a range of applications related to social media.

[1]  Paul A. Viola,et al.  Robust Real-Time Face Detection , 2001, International Journal of Computer Vision.

[2]  Gediminas Adomavicius,et al.  Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions , 2005, IEEE Transactions on Knowledge and Data Engineering.

[3]  Edward J. Delp,et al.  Advances in Digital Video Content Protection , 2005, Proceedings of the IEEE.

[4]  J. H. Ward.  Hierarchical Grouping to Optimize an Objective Function , 1963 .

[5]  Alaa Hassan Mahmoud,et al.  Speech To Text Conversion , 2014 .

[6]  Antoni B. Chan,et al.  Time Series Models for Semantic Music Annotation , 2011, IEEE Transactions on Audio, Speech, and Language Processing.

[7]  Christoph Meinel,et al.  Telling experts from spammers: expertise ranking in folksonomies , 2009, SIGIR.

[8]  Pablo César,et al.  The Evolution of TV Systems, Content, and Users Toward Interactivity , 2009, Found. Trends Hum. Comput. Interact..

[9]  K. Fukuda,et al.  Disasters seen through Flickr cameras , 2011, SWID '11.

[10]  Yong Yu,et al.  Optimizing web search using social annotations , 2007, WWW '07.

[11]  Wei-Hao Lin,et al.  Which Side are You on? Identifying Perspectives at the Document and Sentence Levels , 2006, CoNLL.

[12]  Yue Lu,et al.  Assessing the Quality of Experience of SopCast , 2009, Int. J. Internet Protoc. Technol..

[13]  Shih-Fu Chang,et al.  To search or to label?: predicting the performance of search-based automatic image classifiers , 2006, MIR '06.

[14]  Marc Leman,et al.  Content-Based Music Information Retrieval: Current Directions and Future Challenges , 2008, Proceedings of the IEEE.

[15]  Erik Cambria,et al.  SenticSpace: Visualizing Opinions and Sentiments in a Multi-dimensional Vector Space , 2010, KES.

[16]  A. J. Fridlund,et al.  Guidelines for human electromyographic research. , 1986, Psychophysiology.

[17]  Bernard Mérialdo,et al.  Saliency moments for image categorization , 2011, ICMR.

[18]  François Pachet,et al.  Musical data mining for electronic music distribution , 2001, Proceedings First International Conference on WEB Delivering of Music. WEDELMUSIC 2001.

[19]  Yutaka Ishibashi,et al.  A group synchronization mechanism for live media in multicast communications , 1997, GLOBECOM 97. IEEE Global Telecommunications Conference. Conference Record.

[20]  Reinhard Lipowsky,et al.  Network Brownian Motion: A New Method to Measure Vertex-Vertex Proximity and to Identify Communities and Subcommunities , 2004, International Conference on Computational Science.

[21]  Roger B. Dannenberg,et al.  TagATune: A Game for Music and Sound Annotation , 2007, ISMIR.

[22]  E. Izquierdo,et al.  Towards semantic tagging in collaborative environments , 2009, 2009 16th International Conference on Digital Signal Processing.

[23]  Luca Cagliero.  Discovering Temporal Change Patterns in the Presence of Taxonomies , 2013, IEEE Transactions on Knowledge and Data Engineering.

[24]  David Nistér,et al.  Scalable Recognition with a Vocabulary Tree , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

[25]  Stephan Hamann,et al.  Cognitive and neural mechanisms of emotional memory , 2001, Trends in Cognitive Sciences.

[26]  Pablo César,et al.  The implications of program genres for the design of social television systems , 2008, UXTV '08.

[27]  Shuji Tasaka,et al.  Inter-destination synchronization quality in a multicast mobile ad hoc network , 2005, 2005 IEEE 16th International Symposium on Personal, Indoor and Mobile Radio Communications.

[28]  Tao Wang,et al.  Soccer Highlight Detection using Two-Dependence Bayesian Network , 2006, 2006 IEEE International Conference on Multimedia and Expo.

[29]  Ding Guo-dong.  Local Co-occurrence Based Query Expansion for Information Retrieval , 2006 .

[30]  Luca Cagliero,et al.  Support driven opportunistic aggregation for generalized itemset extraction , 2010, 2010 5th IEEE International Conference Intelligent Systems.

[31]  John R. Smith,et al.  Metadata standards roundup , 2006, IEEE Multimedia.

[32]  Carlo Strapparava,et al.  WordNet Affect: an Affective Extension of WordNet , 2004, LREC.

[33]  Yutaka Ishibashi,et al.  Media Synchronization Quality of Reactive Control Schemes , 2003 .

[34]  Paul Bourgine,et al.  Lattice-based dynamic and overlapping taxonomies: The case of epistemic communities , 2006, Scientometrics.

[35]  G. Caldarelli,et al.  Detecting communities in large networks , 2004, cond-mat/0402499.

[36]  William W. Cohen,et al.  Web-collaborative filtering: recommending music by crawling the Web , 2000, Comput. Networks.

[37]  Nick McKeown,et al.  OpenFlow: enabling innovation in campus networks , 2008, CCRV.

[38]  S. Borgatti,et al.  LS sets, lambda sets and other cohesive subsets , 1990 .

[39]  Mor Naaman,et al.  Less talk, more rock: automated organization of community-contributed collections of concert videos , 2009, WWW '09.

[40]  Alan Hanjalic,et al.  Affective video content representation and modeling , 2005, IEEE Transactions on Multimedia.

[41]  Peter Knees,et al.  An innovative three-dimensional user interface for exploring music collections enriched , 2006, MM '06.

[42]  Markus Schedl,et al.  #nowplaying Madonna: a large-scale evaluation on estimating similarities between music artists and between movies from microblogs , 2012, Information Retrieval.

[43]  Rufael Mekuria,et al.  Are we in sync?: synchronization requirements for watching online video together. , 2011, CHI.

[44]  Heng Tao Shen,et al.  Principal Component Analysis , 2009, Encyclopedia of Biometrics.

[45]  Jerry Kang.  Information Privacy in Cyberspace Transactions , 1998 .

[46]  Susanne Boll,et al.  Automatic creation of photo books from stories in social media , 2011, TOMCCAP.

[47]  Miguel Garcia,et al.  Multimedia group and inter-stream synchronization techniques: A comparative study , 2009, Inf. Syst..

[48]  Cheol Hoon Park,et al.  Adaptive Decision Fusion for Audio-Visual Speech Recognition , 2008 .

[49]  Robin Burke,et al.  Knowledge-based recommender systems , 2000 .

[50]  Erik Cambria,et al.  Sentic Activation: A Two-Level Affective Common Sense Reasoning Framework , 2012, AAAI.

[51]  A. Murat Tekalp,et al.  Automatic soccer video analysis and summarization , 2003, IEEE Trans. Image Process..

[52]  Daniel Gatica-Perez,et al.  Analyzing Flickr groups , 2008, CIVR '08.

[53]  Larry Korba,et al.  Applying digital rights management systems to privacy rights management , 2002, Comput. Secur..

[54]  Marios C. Angelides,et al.  DCAF: An MPEG-21 Dynamic Content Adaptation Framework , 2008, Multimedia Tools and Applications.

[55]  Guillaume Chanel,et al.  Emotion Assessment: Arousal Evaluation Using EEG's and Peripheral Physiological Signals , 2006, MRCS.

[56]  Yi-fang Brook Wu,et al.  Domain-specific keyphrase extraction , 2005, CIKM '05.

[57]  Christian Timmerer,et al.  Digital Item Adaptation – Coding Format Independence , 2006 .

[58]  D. Marpe,et al.  Video coding with H.264/AVC: tools, performance, and complexity , 2004, IEEE Circuits and Systems Magazine.

[59]  Jitendra Malik,et al.  Recognizing objects in adversarial clutter: breaking a visual CAPTCHA , 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

[60]  C. Pelachaud,et al.  Emotion-Oriented Systems: The Humaine Handbook , 2011 .

[61]  Xin Wang,et al.  The MPEG-21 rights expression language and rights data dictionary , 2005, IEEE Transactions on Multimedia.

[62]  Fumiko Satoh,et al.  Learning personalized video highlights from detailed MPEG-7 metadata , 2002, Proceedings. International Conference on Image Processing.

[63]  Klaus Seyerlehner.  FUSING BLOCK-LEVEL FEATURES FOR MUSIC SIMILARITY ESTIMATION , 2010 .

[64]  Douglas Turnbull,et al.  Using Artist Similarity to Propagate Semantic Information , 2009, ISMIR.

[65]  Stephen E. Robertson,et al.  Large Test Collection Experiments on an Operational, Interactive System: Okapi at TREC , 1995, Inf. Process. Manag..

[66]  Thomas DuBois.  Improving Recommendation Accuracy by Clustering Social Networks with Trust , 2009 .

[67]  Markus Schedl,et al.  On the Use of Microblogging Posts for Similarity Estimation and Artist Labeling , 2010, ISMIR.

[68]  Mohamed Sordo.  Semantic annotation of music collections: A computational approach , 2012 .

[69]  Minglun Gong,et al.  Organizing and browsing photos using different feature vectors and their evaluations , 2009, CIVR '09.

[70]  R. A. Mcfarland.  Relationship of skin temperature changes to the emotions accompanying music , 1985, Biofeedback and self-regulation.

[71]  R. Srikant,et al.  Resource sharing for book-ahead and instantaneous-request calls , 1999, TNET.

[72]  Camille Roth,et al.  Compact, evolving community taxonomies using concept lattices , 2006 .

[73]  Christina Lioma,et al.  Graph-based term weighting for information retrieval , 2011, Information Retrieval.

[74]  Amnon Meisels,et al.  Ensemble methods for improving the performance of neighborhood-based collaborative filtering , 2009, RecSys '09.

[75]  H. Uzuner,et al.  Utilising Macroblock SKIP Mode Information to Accelerate Cropping of an H.264/AVC Encoded Video Sequence for User Centric Content Adaptation , 2007, Third International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution (AXMEDIS'07).

[76]  Virgílio A. F. Almeida,et al.  Dengue surveillance based on a computational model of spatio-temporal locality of Twitter , 2011, WebSci '11.

[77]  James Pustejovsky,et al.  Coarse Word-Sense Disambiguation Using Common Sense , 2010, AAAI Fall Symposium: Commonsense Knowledge.

[78]  Cristiano Longo,et al.  A Lightweight Ontology for Rating Assessments , 2007, SWAP.

[79]  Ahmet M. Kondoz,et al.  Contextual information in virtual collaboration systems beyond current standards , 2009, 2009 10th Workshop on Image Analysis for Multimedia Interactive Services.

[80]  F. Y. Wu.  The Potts model , 1982 .

[81]  Yu He,et al.  The YouTube video recommendation system , 2010, RecSys '10.

[82]  Chen-Hsiu Huang.  Video Transcoding Architectures and Techniques : An Overview , 2003 .

[83]  Mohammad Soleymani,et al.  Short-term emotion assessment in a recall paradigm , 2009, Int. J. Hum. Comput. Stud..

[84]  Gert R. G. Lanckriet,et al.  Towards musical query-by-semantic-description using the CAL500 data set , 2007, SIGIR.

[85]  Christian Timmerer,et al.  A knowledge-based framework for multimedia adaptation , 2006, Applied Intelligence.

[86]  Bill Triggs,et al.  Histograms of oriented gradients for human detection , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[87]  Masaru Kitsuregawa,et al.  FP-tax: tree structure based generalized association rule mining , 2004, DMKD '04.

[88]  Ahmet M. Kondoz,et al.  A Platform for Context-Aware and Digital Rights Management-Enabled Content Adaptation , 2010, IEEE MultiMedia.

[89]  Markus Schedl,et al.  A model for serendipitous music retrieval , 2012, CaRR '12.

[90]  S. Cacciaguerra,et al.  On maintaining interactivity in event delivery synchronization for mirrored game architectures , 2004, IEEE Global Telecommunications Conference Workshops, 2004. GlobeCom Workshops 2004..

[91]  Jane Yung-jen Hsu,et al.  A Content-Based Method to Enhance Tag Recommendation , 2009, IJCAI.

[92]  Ahmet M. Kondoz,et al.  Improving scalable video adaptation in a knowledge-based framework , 2010, 11th International Workshop on Image Analysis for Multimedia Interactive Services WIAMIS 10.

[93]  Text-to-Speech (TTS) Synthesis , 2009, Encyclopedia of Biometrics.

[94]  Hector Garcia-Molina,et al.  Taxonomy of trust: Categorizing P2P reputation systems , 2006, Comput. Networks.

[95]  Mor Naaman,et al.  Generating diverse and representative image search results for landmarks , 2008, WWW.

[96]  Grigoris Antoniou,et al.  A Survey of Semantics-Based Approaches for Context Reasoning in Ambient Intelligence , 2007, AmI Workshops.

[97]  Yutaka Matsuo,et al.  Earthquake shakes Twitter users: real-time event detection by social sensors , 2010, WWW '10.

[98]  Leontios J. Hadjileontiadis,et al.  Emotion Recognition From EEG Using Higher Order Crossings , 2010, IEEE Transactions on Information Technology in Biomedicine.

[99]  Yücel Altunbasak,et al.  Delay-Constrained and R-D Optimized Transrating for High-Definition Video Streaming Over WLANs , 2008, IEEE Transactions on Multimedia.

[100]  Yi-Hsuan Yang,et al.  Ranking-Based Emotion Recognition for Music Organization and Retrieval , 2011, IEEE Transactions on Audio, Speech, and Language Processing.

[101]  Eunice N. Askov,et al.  Upgrading Basic Skills for the Workplace. , 1989 .

[102]  Ali S. Hadi,et al.  Finding Groups in Data: An Introduction to Chster Analysis , 1991 .

[103]  Peter Knees,et al.  DRAFT : A REFINED BLOCK-LEVEL FEATURE SET FOR CLASSIFICATION , SIMILARITY AND TAG PREDICTION , 2011 .

[104]  Catherine Havasi,et al.  ConceptNet 3 : a Flexible , Multilingual Semantic Network for Common Sense Knowledge , 2007 .

[105]  Peter Knees,et al.  “Reinventing the Wheel”: A Novel Approach to Music Player Interfaces , 2007, IEEE Transactions on Multimedia.

[106]  Camille Roth,et al.  On Succinct Representation of Knowledge Community Taxonomies with Formal Concept Analysis , 2008, Int. J. Found. Comput. Sci..

[107]  Eric Sun,et al.  Location3: How Users Share and Respond to Location-Based Data on Social , 2011, ICWSM.

[108]  Yutaka Ishibashi,et al.  A group synchronization mechanism for stored media in multicast communications , 1997, Proceedings of INFOCOM '97.

[109]  Nicu Sebe,et al.  Exploiting facial expressions for affective video summarisation , 2009, CIVR '09.

[110]  Leon Danon,et al.  Comparing community structure identification , 2005, cond-mat/0505245.

[111]  Alexander Clemm,et al.  Network-Embedded Management and Applications , 2013 .

[112]  Hermann Hellwagner,et al.  Automatic adaptation of streaming multimedia content in a dynamic and distributed environment , 2005, IEEE International Conference on Image Processing 2005.

[113]  Asuman Dogac,et al.  A Semantic based Privacy Framework for Web Services , 2003 .

[114]  Zekeriya Erkin,et al.  Privacy enhanced recommender system , 2010 .

[115]  Zhihong Zeng,et al.  A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[116]  Jon M. Kleinberg,et al.  Feedback effects between similarity and social influence in online communities , 2008, KDD.

[117]  Bernardo A. Huberman,et al.  Usage patterns of collaborative tagging systems , 2006, J. Inf. Sci..

[118]  Yutaka Ishibashi,et al.  Group synchronization control over haptic media in a networked real-time game with collaborative work , 2006, NetGames '06.

[119]  Ron Sivan,et al.  Web-a-where: geotagging web content , 2004, SIGIR '04.

[120]  Hae-Sang Park,et al.  A simple and fast algorithm for K-medoids clustering , 2009, Expert Syst. Appl..

[121]  Yiannis Kompatsiaris,et al.  A Joint Content-Event Model for Event-Centric Multimedia Indexing , 2010, 2010 IEEE Fourth International Conference on Semantic Computing.

[122]  Pasquale Lops,et al.  Content-based Recommender Systems: State of the Art and Trends , 2011, Recommender Systems Handbook.

[123]  Pablo Rodriguez,et al.  I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system , 2007, IMC '07.

[124]  Georgia Koutrika,et al.  Combating spam in tagging systems: An evaluation , 2008, TWEB.

[125]  Andreas Kassler,et al.  GENERIC QOS AWARE MEDIA STREAM TRANSCODING AND ADAPTATION , 2003 .

[126]  Harry W. Agius,et al.  Video summarisation: A conceptual framework and survey of the state of the art , 2008, J. Vis. Commun. Image Represent..

[127]  Gary J. Sullivan,et al.  Spatial Scalability Within the H.264/AVC Scalable Video Coding Extension , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[128]  Jaideep Vaidya,et al.  Efficient Privacy-Preserving Collaborative Filtering Based on the Weighted Slope One Predictor , 2011, J. Internet Serv. Inf. Secur..

[129]  Jaime Lloret Mauri,et al.  An RTP/RTCP based approach for multimedia group and inter-stream synchronization , 2008, Multimedia Tools and Applications.

[130]  Richard A. Harshman,et al.  Indexing by Latent Semantic Analysis , 1990, J. Am. Soc. Inf. Sci..

[131]  Richard O. Duda,et al.  Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.

[132]  Ricardo Baeza-Yates,et al.  Modern Information Retrieval - the concepts and technology behind search, Second edition , 2011 .

[133]  Marc Gelgon,et al.  Organizing a personal image collection with statistical model-based ICL clustering on spatio-temporal camera phone meta-data , 2004, Journal of Visual Communication and Image Representation.

[134]  Crysta J. Metcalf,et al.  Of social television comes home: a field study of communication choices and practices in tv-based text and voice chat , 2009, CHI.

[135]  Eduard Escalona,et al.  Advance reservations for service-aware GMPLS-based optical networks , 2008, Comput. Networks.

[136]  L. Aftanas,et al.  Analysis of Evoked EEG Synchronization and Desynchronization in Conditions of Emotional Activation in Humans: Temporal and Topographic Characteristics , 2004, Neuroscience and Behavioral Physiology.

[137]  Peter Knees,et al.  Context-based Music Similarity Estimation , 2009 .

[138]  Gilad Mishne,et al.  AutoTag: a collaborative approach to automated tag assignment for weblog posts , 2006, WWW '06.

[139]  Touradj Ebrahimi,et al.  Robust Duplicate Detection of 2D and 3D Objects , 2010, Int. J. Multim. Data Eng. Manag..

[140]  Luc Van Gool,et al.  World-scale mining of objects and events from community photo collections , 2008, CIVR '08.

[141]  Justin Donaldson,et al.  Uncovering Affinity of Artists to Multiple Genres from Social Behaviour Data , 2008, ISMIR.

[142]  Hugo Zaragoza,et al.  Information Retrieval: Algorithms and Heuristics , 2002, Information Retrieval.

[143]  Lada A. Adamic,et al.  Social influence and the diffusion of user-created content , 2009, EC '09.

[144]  Yuval Shavitt,et al.  Song Clustering Using Peer-to-Peer Co-occurrences , 2009, 2009 11th IEEE International Symposium on Multimedia.

[145]  T. Bayle.  Performance Measurements of MPLS Traffic Engineering and QoS , 2001 .

[146]  E. Davis,et al.  Common Sense Reasoning , 2014, Encyclopedia of Social Network Analysis and Mining.

[147]  Dan Cosley,et al.  Inferring social ties from geographic coincidences , 2010, Proceedings of the National Academy of Sciences.

[148]  Alexei A. Efros,et al.  IM2GPS: estimating geographic information from a single image , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

[149]  Slava Kisilevich,et al.  Analysis of community-contributed space-and time-referenced data (example of Panoramio photos) , 2009, VMV.

[150]  Amedeo Napoli,et al.  Analysis of Social Communities with Iceberg and Stability-Based Concept Lattices , 2008, ICFCA.

[151]  Gediminas Adomavicius,et al.  Context-aware recommender systems , 2008, RecSys '08.

[152]  Tomasz Imielinski,et al.  Mining association rules between sets of items in large databases , 1993, SIGMOD Conference.

[153]  Mitsuru Ishizuka,et al.  A chat system based on emotion estimation from text and embodied conversational messengers , 2005, Proceedings of the 2005 International Conference on Active Media Technology, 2005. (AMT 2005)..

[154]  Graeme Hirst,et al.  Evaluating WordNet-based Measures of Lexical Semantic Relatedness , 2006, CL.

[155]  Paul Bourgine,et al.  Epistemic Communities: Description and Hierarchic Categorization , 2004, ArXiv.

[156]  Chalapathy Neti,et al.  Stream confidence estimation for audio-visual speech recognition , 2000, INTERSPEECH.

[157]  Adam Thomason.  Blog Spam: A Review , 2007, CEAS.

[158]  C. Eckart,et al.  The approximation of one matrix by another of lower rank , 1936 .

[159]  Razvan Pascanu,et al.  Contextual tag inference , 2011, TOMCCAP.

[160]  Noboru Babaguchi,et al.  Video Summarization for Large Sports Video Archives , 2005, 2005 IEEE International Conference on Multimedia and Expo.

[161]  J. Russell,et al.  Evidence for a three-factor theory of emotions , 1977 .

[162]  Raphaël Troncy,et al.  Finding media illustrating events , 2011, ICMR '11.

[163]  Jason W. Osborne,et al.  Effect Sizes and the Disattenuation of Correlation and Regression Coefficients: Lessons from Educational Psychology , 2002 .

[164]  Pascal Pons,et al.  Détection de communautés dans les grands graphes de terrain , 2007 .

[165]  Marcel J. T. Reinders,et al.  Using flickr geotags to predict user travel behaviour , 2010, SIGIR.

[166]  Lexing Xie,et al.  Modeling personal and social network context for event annotation in images , 2007, JCDL '07.

[167]  Erik Cambria,et al.  Sentic Panalogy: Swapping Affective Common Sense Reasoning Strategies and Foci , 2012, CogSci.

[168]  Yu Sun,et al.  Video transcoding: an overview of various techniques and research issues , 2005, IEEE Transactions on Multimedia.

[169]  K. Scherer.  Studying the emotion-antecedent appraisal process: An expert system approach , 1993 .

[170]  Jon M. Kleinberg,et al.  Mapping the world's photos , 2009, WWW '09.

[171]  Ulrik Brandes,et al.  On Modularity Clustering , 2008, IEEE Transactions on Knowledge and Data Engineering.

[172]  Fernando Boronat,et al.  Smooth control of Adaptive Media Playout to acquire IDMS in cluster-based applications , 2011, 2011 IEEE 36th Conference on Local Computer Networks.

[173]  M. Kostyunina,et al.  Frequency characteristics of EEG spectra in the emotions , 1996, Neuroscience and Behavioral Physiology.

[174]  Christian Timmerer,et al.  Bitstream syntax description: a tool for multimedia resource adaptation within MPEG-21 , 2003, Signal Process. Image Commun..

[175]  Natali Gulbahce,et al.  The art of community detection , 2008, BioEssays : news and reviews in molecular, cellular and developmental biology.

[176]  J. Stephen Downie,et al.  "The Pain, the Pain": Modelling Music Information Behavior and the Songs We Hate , 2005, ISMIR.

[177]  John F. Canny,et al.  Collaborative filtering with privacy via factor analysis , 2002, SIGIR '02.

[178]  Christian Mühl,et al.  EEG analysis for implicit tagging of video data , 2009, 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops.

[179]  Luc Van Gool,et al.  I know what you did last summer: object-level auto-annotation of holiday snaps , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[180]  Éva Tardos,et al.  Maximizing the Spread of Influence through a Social Network , 2015, Theory Comput..

[181]  Thomas Stütz,et al.  Efficient in-network adaptation of encrypted H.264/SVC content , 2009, Signal Process. Image Commun..

[182]  Petri Toiviainen,et al.  A Matlab Toolbox for Music Information Retrieval , 2007, GfKl.

[183]  Daniel P. W. Ellis,et al.  The Quest for Ground Truth in Musical Artist Similarity , 2002, ISMIR.

[184]  Cecilia Ovesdotter Alm,et al.  Emotions from Text: Machine Learning for Text-based Emotion Prediction , 2005, HLT.

[185]  Camille Roth,et al.  Binding Social and Cultural Networks: A Model , 2003, nlin/0309035.

[186]  R. Lambiotte,et al.  Line graphs, link partitions, and overlapping communities. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[187]  J. M. Cortina,et al.  What Is Coefficient Alpha? An Examination of Theory and Applications , 1993 .

[188]  Constantine Kotropoulos,et al.  Emotional speech recognition: Resources, features, and methods , 2006, Speech Commun..

[189]  Josip Zoric,et al.  Sharing enriched multimedia experiences across heterogeneous network infrastructures , 2010, IEEE Communications Magazine.

[190]  Hang-Bong Kang,et al.  Affective content detection using HMMs , 2003, ACM Multimedia.

[191]  Harold L. Somers,et al.  Computers and translation : a translator's guide , 2003 .

[192]  Sebastian Stober.  Adaptive methods for user-centered organization of music collections , 2011 .

[193]  Christian Timmerer,et al.  Digital Item Adaptation – Tools for Universal Multimedia Access , 2006 .

[194]  François Pachet,et al.  "The way it Sounds": timbre models for analysis and retrieval of music signals , 2005, IEEE Transactions on Multimedia.

[195]  Yutaka Ishibashi,et al.  Group synchronization control for haptic media in networked virtual environments , 2004, 12th International Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2004. HAPTICS '04. Proceedings..

[196]  Guy Melançon,et al.  Revealing Hidden Community Structures and Identifying Bridges in Complex Networks: An Application to Analyzing Contents of Web Pages for Browsing , 2009, 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology.

[197]  Charu C. Aggarwal,et al.  Graph Clustering , 2010, Encyclopedia of Machine Learning and Data Mining.

[198]  C. Richard Johnson,et al.  Matrix Completion Problems: A Survey , 1990 .

[199]  Arthur C. Graesser,et al.  Cohesion Relationships in Tutorial Dialogue as Predictors of Affective States , 2009, AIED.

[200]  Hugo Liu,et al.  ConceptNet — A Practical Commonsense Reasoning Tool-Kit , 2004 .

[201]  Vitaly Shmatikov,et al.  How To Break Anonymity of the Netflix Prize Dataset , 2006, ArXiv.

[202]  Cynthia Dwork,et al.  Differential Privacy , 2006, ICALP.

[203]  Nicu Sebe,et al.  Looking at the viewer: analysing facial activity to detect personal highlights of multimedia contents , 2010, Multimedia Tools and Applications.

[204]  Jonathan Klein,et al.  Frustrating the user on purpose: a step toward building an affective computer , 2002, Interact. Comput..

[205]  Naren Ramakrishnan,et al.  Privacy Risks in Recommender Systems , 2001, IEEE Internet Comput..

[206]  Xiaomin Zhu,et al.  JCCM: Joint Cluster Communities on Attribute and Relationship Data in Social Networks , 2009, ADMA.

[207]  J.E. Gentile,et al.  Profile Face Detection: A Subset Multi-Biometric Approach , 2008, 2008 IEEE Second International Conference on Biometrics: Theory, Applications and Systems.

[208]  Hugh C. Davis,et al.  Exploring the Value of Folksonomies for Creating Semantic Metadata , 2007, Int. J. Semantic Web Inf. Syst..

[209]  Francesco Piazza,et al.  Sentic Web: A New Paradigm for Managing Social Media Affective Information , 2011, Cognitive Computation.

[210]  Gerald Friedland,et al.  Cybercasing the Joint: On the Privacy Implications of Geo-Tagging , 2010, HotSec.

[211]  L. Baum,et al.  Statistical Inference for Probabilistic Functions of Finite State Markov Chains , 1966 .

[212]  David S. Rosenblum,et al.  What Anyone Can Know: The Privacy Risks of Social Networking Sites , 2007, IEEE Security & Privacy.

[213]  Steven Kay,et al.  Defending online reputation systems against collaborative unfair raters through signal modeling and trust , 2009, SAC '09.

[214]  P. Wilson,et al.  The Nature of Emotions , 2012 .

[215]  Lifeng Sun,et al.  Who should share what?: item-level social influence prediction for users and posts ranking , 2011, SIGIR.

[216]  Steve Gregory,et al.  Finding overlapping communities in networks by label propagation , 2009, ArXiv.

[217]  Gert R. G. Lanckriet,et al.  Five Approaches to Collecting Tags for Music , 2008, ISMIR.

[218]  Yuan Xue,et al.  BitTube: Case Study of a Web-Based Peer-Assisted Video-on-Demand System , 2008, 2008 Tenth IEEE International Symposium on Multimedia.

[219]  Oded Goldreich,et al.  Foundations of Cryptography - A Primer , 2005, Found. Trends Theor. Comput. Sci..

[220]  Gert R. G. Lanckriet,et al.  The Natural Language of Playlists , 2011, ISMIR.

[221]  Nuno Vasconcelos,et al.  Image indexing with mixture hierarchies , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[222]  Cordelia Schmid,et al.  An Affine Invariant Interest Point Detector , 2002, ECCV.

[223]  Maria Luisa Merani.  How Helpful Can Social Network Friends Be in Peer-to-Peer Video Distribution? , 2011, 2011 IEEE 17th International Conference on Parallel and Distributed Systems.

[224]  Benjamin Piwowarski,et al.  Discovering a Term Taxonomy from Term Similarities Using Principal Component Analysis , 2005, EWMF/KDO.

[225]  Timothy W. Finin,et al.  The Geolocation of Web Logs from Textual Clues , 2009, 2009 International Conference on Computational Science and Engineering.

[226]  Peter Knees,et al.  The Quest for Ground Truth in Musical Artist Tagging in the Social Web Era , 2007, ISMIR.

[227]  Gustavo Carneiro,et al.  Supervised Learning of Semantic Classes for Image Annotation and Retrieval , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[228]  Andreas Girgensohn,et al.  Keyframe-Based User Interfaces for Digital Video , 2001, Computer.

[229]  M. Bradley,et al.  Looking at pictures: affective, facial, visceral, and behavioral reactions. , 1993, Psychophysiology.

[230]  Gerhard Friedrich,et al.  Recommendation Systems , 2014, Encyclopedia of Social Network Analysis and Mining.

[231]  Tao Mei,et al.  Video booklet: a natural video searching and browsing interface , 2005, MIR '05.

[232]  Steven M. Drucker,et al.  SmartSkip: consumer level browsing and skipping of digital video content , 2002, CHI.

[233]  M. Newman,et al.  Finding community structure in very large networks. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[234]  Harold L. Somers,et al.  An introduction to machine translation , 1992 .

[235]  Philip S. Yu,et al.  Identifying the influential bloggers in a community , 2008, WSDM '08.

[236]  Stephen E. Robertson,et al.  A probabilistic model of information retrieval: development and comparative experiments - Part 2 , 2000, Inf. Process. Manag..

[237]  T. Vicsek,et al.  Clique percolation in random networks. , 2005, Physical review letters.

[238]  Jiebo Luo,et al.  Geo-location inference from image content and user tags , 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

[239]  Neil D. Lawrence,et al.  Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis , 2006, J. Mach. Learn. Res..

[240]  Yihong Gong,et al.  A Bayesian Approach Toward Finding Communities and Their Evolutions in Dynamic Social Networks , 2009, SDM.

[241]  Tim Power.  Peer Assisted Learning (PAL) , 2011 .

[242]  Kwang-Ting Cheng,et al.  Using visual features for anti-spam filtering , 2005, IEEE International Conference on Image Processing 2005.

[243]  Alex Pothen,et al.  PARTITIONING SPARSE MATRICES WITH EIGENVECTORS OF GRAPHS* , 1990 .

[244]  Marta Karczewicz,et al.  A Hybrid Video Coder Based on Extended Macroblock Sizes, Improved Interpolation, and Flexible Motion Representation , 2010, IEEE Transactions on Circuits and Systems for Video Technology.

[245]  Steve Lawrence,et al.  Inferring Descriptions and Similarity for Music from Community Metadata , 2002, ICMC.

[246]  Marc Najork,et al.  Spam, damn spam, and statistics: using statistical analysis to locate spam web pages , 2004, WebDB '04.

[247]  Erik Cambria,et al.  Sentic Medoids: Organizing Affective Common Sense Knowledge in a Multi-Dimensional Vector Space , 2011, ISNN.

[248]  George Coulouris,et al.  Middleware Support for Context-Aware Multimedia Applications , 2001, DAIS.

[249]  Lucia Falzon.  Determining groups from the clique structure in large social networks , 2000, Soc. Networks.

[250]  Binxing Fang,et al.  Detecting Tag Spam in Social Tagging Systems with Collaborative Knowledge , 2009, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery.

[251]  Vincent Roca,et al.  FLUTE - File Delivery over Unidirectional Transport , 2012, RFC.

[252]  Trevor Darrell,et al.  Toward Large-Scale Face Recognition Using Social Network Context , 2010, Proceedings of the IEEE.

[253]  Erik Cambria,et al.  Sentic Computing for social media marketing , 2012, Multimedia Tools and Applications.

[254]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[255]  Robin D. Burke,et al.  Hybrid Recommender Systems: Survey and Experiments , 2002, User Modeling and User-Adapted Interaction.

[256]  Ton Kalker,et al.  A Highly Robust Audio Fingerprinting System With an Efficient Search Strategy , 2003 .

[257]  Ralf Steinmetz,et al.  Concepts for Resource Reservation in Advance , 2004, Multimedia Tools and Applications.

[258]  Jennifer Healey,et al.  Toward Machine Emotional Intelligence: Analysis of Affective Physiological State , 2001, IEEE Trans. Pattern Anal. Mach. Intell..

[259]  Ramanathan V. Guha,et al.  Building Large Knowledge-Based Systems: Representation and Inference in the Cyc Project , 1990 .

[260]  Erik Cambria,et al.  Sentic Computing: Techniques, Tools, and Applications , 2012 .

[261]  Andreas Hotho,et al.  Social Tagging Systems , 2012 .

[262]  Chng Eng Siong,et al.  Sports highlight detection from keyword sequences using HMM , 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763).

[263]  Elisabeth André,et al.  Emotion recognition based on physiological changes in music listening , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[264]  Heiko Schwarz,et al.  Overview of the Scalable Video Coding Extension of the H.264/AVC Standard , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[265]  Yiyu Yao,et al.  Conceptual Query Expansion , 2005, AWIC.

[266]  Tim Pohle,et al.  A user interface to explore music artists via multimedia content , 2010 .

[267]  Kazuya Shimizu,et al.  Classification based group photo retrieval with bag of people features , 2012, ICMR '12.

[268]  Marco Grassi.  Developing HEO Human Emotions Ontology , 2009, COST 2101/2102 Conference.

[269]  Jean-Loup Guillaume,et al.  Fast unfolding of communities in large networks , 2008, 0803.0476.

[270]  Cong Yu,et al.  Automatic construction of travel itineraries using social breadcrumbs , 2010, HT '10.

[271]  Nicolas D. Georganas,et al.  Context-based media adaptation in pervasive computing , 2001, Canadian Conference on Electrical and Computer Engineering 2001. Conference Proceedings (Cat. No.01TH8555).

[272]  Laks V. S. Lakshmanan,et al.  Learning influence probabilities in social networks , 2010, WSDM '10.

[273]  Lars-Olof Burchard.  Networks with Advance Reservations: Applications, Architecture, and Performance , 2005, Journal of Network and Systems Management.

[274]  Tobun Dorbin Ng,et al.  Collages as dynamic summaries for news video , 2002, MULTIMEDIA '02.

[275]  Cynthia LeRouge,et al.  Affective computing in tele-home health , 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

[276]  Reihaneh Safavi-Naini,et al.  Protecting Privacy with the MPEG-21 IPMP Framework , 2006, Privacy Enhancing Technologies.

[277]  Peter Knees,et al.  What's Hot? Estimating Country-specific Artist Popularity , 2010, ISMIR.

[278]  Bernd Ludwig,et al.  InCarMusic: Context-Aware Music Recommendations in a Car , 2011, EC-Web.

[279]  Sugih Jamin,et al.  An Efficient Synchronization Mechanism for Mirrored Game Architectures , 2002, NetGames '02.

[280]  W. Buxton.  Human-Computer Interaction , 1988, Springer Berlin Heidelberg.

[281]  Steve Gregory,et al.  A Fast Algorithm to Find Overlapping Communities in Networks , 2008, ECML/PKDD.

[282]  Andreas Hotho,et al.  Tag Recommendations in Folksonomies , 2007, LWA.

[283]  Andrew Perkis,et al.  MPEG-21: The 21st century multimedia framework , 2003, IEEE Signal Process. Mag..

[284]  Suzanne K. Damarin,et al.  The second self: Computers and the human spirit , 1985 .

[285]  David Hernández-Aranda,et al.  UNED at MediaEval 2010: exploiting text metadata for Automatic Video Tagging , 2010 .

[286]  Ioannis Konstas,et al.  On social networks and collaborative recommendation , 2009, SIGIR.

[287]  Jun Wang,et al.  TRIBLER: a social‐based peer‐to‐peer system , 2008, IPTPS.

[288]  Marti A. Hearst.  Automatic Acquisition of Hyponyms from Large Text Corpora , 1992, COLING.

[289]  Anil K. Jain,et al.  Data clustering: a review , 1999, CSUR.

[290]  Jianchang Mao,et al.  Towards the Semantic Web: Collaborative Tag Suggestions , 2006 .

[291]  Robert E. Kraut,et al.  Watching together: integrating text chat with video , 2007, CHI.

[292]  K. H. Kim,et al.  Emotion recognition system using short-term monitoring of physiological signals , 2004, Medical and Biological Engineering and Computing.

[293]  John G. Apostolopoulos,et al.  secure media streaming & secure adaptation for non-scalable video , 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

[294]  L. Rothkrantz,et al.  Toward an affect-sensitive multimodal human-computer interaction , 2003, Proc. IEEE.

[295]  Nozha Boujemaa,et al.  Large scale visual-based event matching , 2011, ICMR.

[296]  Changchun Liu,et al.  An empirical study of machine learning techniques for affect recognition in human–robot interaction , 2006, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[297]  Junqing Yu,et al.  Video Affective Content Representation and Recognition Using Video Affective Tree and Hidden Markov Models , 2007, ACII.

[298]  Ajay Luthra,et al.  Overview of the H.264/AVC video coding standard , 2003, IEEE Trans. Circuits Syst. Video Technol..

[299]  Shankar Kumar,et al.  Video suggestion and discovery for youtube: taking random walks through the view graph , 2008, WWW.

[300]  G. Karypis,et al.  Multiobjective hypergraph-partitioning algorithms for cut and maximum subdomain-degree minimization , 2003, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[301]  David A. Forsyth,et al.  Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary , 2002, ECCV.

[302]  Ravi Kumar,et al.  Influence and correlation in social networks , 2008, KDD.

[303]  Martin Reisslein,et al.  Objective Video Quality Assessment Methods: A Classification, Review, and Performance Comparison , 2011, IEEE Transactions on Broadcasting.

[304]  Ramesh C. Jain,et al.  Automatic Person Annotation of Family Photo Album , 2006, CIVR.

[305]  Touradj Ebrahimi,et al.  Analysis of the Limits of Graph-Based Object Duplicate Detection , 2009, 2009 11th IEEE International Symposium on Multimedia.

[306]  Ioannis Arapakis,et al.  Theories, methods and current research on emotions in library and information science, information retrieval and human-computer interaction , 2011, Inf. Process. Manag..

[307]  J. Golbeck,et al.  FilmTrust: movie recommendations using trust in web-based social networks , 2006, CCNC 2006. 2006 3rd IEEE Consumer Communications and Networking Conference, 2006..

[308]  E. Hatfield,et al.  Emotional Contagion , 1995 .

[309]  Lars Backstrom,et al.  Find me if you can: improving geographical prediction with social and spatial proximity , 2010, WWW '10.

[310]  Mai Nguyen,et al.  Rights Expression Language , 2006 .

[311]  Tanja Schultz,et al.  Towards emotion recognition from electroencephalographic signals , 2009, 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops.

[312]  Touradj Ebrahimi,et al.  Geotag propagation in social networks based on user trust model , 2010, Multimedia Tools and Applications.

[313]  Wenjun Zeng,et al.  Security for multimedia adaptation: architectures and solutions , 2006, IEEE Multimedia.

[314]  Tomás Kliegr.  Entity classification by bag of Wikipedia articles , 2010, PIKM '10.

[315]  Jaideep Vaidya,et al.  Privacy-preserving weighted Slope One predictor for Item-based Collaborative Filtering , 2011 .

[316]  Richard Szeliski,et al.  Image mosaicing for tele-reality applications , 1994, Proceedings of 1994 IEEE Workshop on Applications of Computer Vision.

[317]  M. Cole.  Cross-cultural universals of affective meaning. , 1976 .

[318]  Mubarak Shah,et al.  Detection and representation of scenes in videos , 2005, IEEE Transactions on Multimedia.

[319]  Jean-Claude Moissinac,et al.  Secure Intermediary Caching in Mobile Wireless Networks Using Asymmetric Cipher Sequences Based Encryption , 2007, MSN.

[320]  Wenliang Du,et al.  Privacy-preserving top-N recommendation on distributed data , 2008, J. Assoc. Inf. Sci. Technol..

[321]  Lionel Brunie,et al.  Efficient Execution of Service Composition for Content Adaptation in Pervasive Computing , 2008, Int. J. Digit. Multim. Broadcast..

[322]  Zhu Liu,et al.  Multimedia content analysis-using both audio and visual clues , 2000, IEEE Signal Process. Mag..

[323]  Thomas Stockhammer,et al.  Dynamic adaptive streaming over HTTP --: standards and design principles , 2011, MMSys.

[324]  Paul Smolensky,et al.  Information processing in dynamical systems: foundations of harmony theory , 1986 .

[325]  Pablo César,et al.  Past, present, and future of social TV: A categorization , 2011, 2011 IEEE Consumer Communications and Networking Conference (CCNC).

[326]  A HubermanBernardo,et al.  Usage patterns of collaborative tagging systems , 2006 .

[327]  Gilles Brassard,et al.  Alambic: a privacy-preserving recommender system for electronic commerce , 2008, International Journal of Information Security.

[328]  Yutaka Ishibashi,et al.  Group synchronization control considering difference of conversation roles , 2009, 2009 IEEE 13th International Symposium on Consumer Electronics.

[329]  Edward Y. Chang,et al.  CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines , 2003, IEEE Trans. Circuits Syst. Video Technol..

[330]  Wei-Ying Ma,et al.  Query Expansion by Mining User Logs , 2003, IEEE Trans. Knowl. Data Eng..

[331]  M. V. Velzen,et al.  Self-organizing maps , 2007 .

[332]  Dana H. Ballard,et al.  Generalizing the Hough transform to detect arbitrary shapes , 1981, Pattern Recognit..

[333]  Wei Tsang Ooi,et al.  Crowdsourced automatic zoom and scroll for video retargeting , 2010, ACM Multimedia.

[334]  Hailong Sun,et al.  Zebroid: using IPTV data to support STB-assisted VoD content delivery , 2010, Multimedia Systems.

[335]  Hector Garcia-Molina,et al.  Combating Web Spam with TrustRank , 2004, VLDB.

[336]  Cordelia Schmid,et al.  TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[337]  Fatos T. Yarman-Vural,et al.  Automatic Image Annotation by Ensemble of Visual Descriptors , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

[338]  George N. Votsis,et al.  Emotion recognition in human-computer interaction , 2001, IEEE Signal Process. Mag..

[339]  Ahmet M. Kondoz,et al.  Adaptation-aware encryption of scalable H.264/AVC video for content security , 2009, Signal Process. Image Commun..

[340]  Martin Mauve,et al.  Local-lag and timewarp: providing consistency for replicated continuous applications , 2004, IEEE Transactions on Multimedia.

[341]  Peter Knees,et al.  A WEB-BASED APPROACH TO ASSESSING ARTIST SIMILARITY USING CO-OCCURRENCES , 2005 .

[342]  Yutaka Ishibashi,et al.  Group Synchronization Control in a Remote Haptic Drawing System , 2007, 2007 IEEE International Conference on Multimedia and Expo.

[343]  Daniel P. W. Ellis,et al.  Toward Evaluation Techniques for Music Similarity , 2003, SIGIR 2003.

[344]  P. Ekman,et al.  Autonomic nervous system activity distinguishes among emotions. , 1983, Science.

[345]  T. Danisman,et al.  Feeler: Emotion Classification of Text Using Vector Space Model , 2008 .

[346]  Sung Kwon Kim,et al.  Personalized IPTV content recommendation for social network group , 2011, 2011 IEEE International Conference on Consumer Electronics (ICCE).

[347]  Ross Purves,et al.  Exploring place through user-generated content: Using Flickr tags to describe city cores , 2010, J. Spatial Inf. Sci..

[348]  Ahmet M. Kondoz,et al.  Architectures and Technologies for Adapting Secured Content in Governed Multimedia Applications , 2011, IEEE MultiMedia.

[349]  J. Tukey,et al.  An algorithm for the machine calculation of complex Fourier series , 1965 .

[350]  Philipp Cimiano,et al.  Using the Web to Reduce Data Sparseness in Pattern-Based Information Extraction , 2007, PKDD.

[351]  Douglas B. Terry,et al.  Using collaborative filtering to weave an information tapestry , 1992, CACM.

[352]  Ming Xu,et al.  EPSP: Enhancing Network Protocol with Social-Aware Plane , 2010, 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing.

[353]  Peter Knees,et al.  Personalization in Multimodal Music Retrieval , 2011, Adaptive Multimedia Retrieval.

[354]  David Geerts,et al.  Understanding Social TV: a survey , 2011 .

[355]  Yuval Shavitt,et al.  Spotting out emerging artists using geo-aware analysis of P2P query strings , 2008, KDD.

[356]  Anna Esposito,et al.  Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces. Theoretical and Practical Issues - Third COST 2102 International Training School, Caserta, Italy, March 15-19, 2010, Revised Selected Papers , 2011, COST 2102 Training School.

[357]  J. Gottman.  Detecting cyclicity in social interaction. , 1979 .

[358]  Christopher Hunt,et al.  Notes on the OpenSURF Library , 2009 .

[359]  Susanne Boll,et al.  Analysing Facebook features to support event detection for photo-based Facebook applications , 2012, ICMR '12.

[360]  Ilya Mironov,et al.  Differentially private recommender systems: building privacy into the net , 2009, KDD.

[361]  Thierry Pun,et al.  DEAP: A Database for Emotion Analysis ;Using Physiological Signals , 2012, IEEE Transactions on Affective Computing.

[362]  John F. Canny,et al.  Collaborative filtering with privacy , 2002, Proceedings 2002 IEEE Symposium on Security and Privacy.

[363]  James P. Bagrow.  Evaluating local community methods in networks , 2007, 0706.3880.

[364]  José Luis Martínez,et al.  An MPEG-2 to H.264 Video Transcoder in the Baseline Profile , 2010, IEEE Transactions on Circuits and Systems for Video Technology.

[365]  Eva Rodríguez Luna,et al.  The Impact of Context Information on User Privacy in Social Networks , 2010 .

[366]  John W. Merrill,et al.  Automatic Speech Recognition , 2005 .

[367]  Mary Czerwinski,et al.  PhotoTOC: automatic clustering for browsing personal photographs , 2003, Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint.

[368]  Richard Szeliski,et al.  Building Rome in a day , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[369]  Yong-Yeol Ahn,et al.  Communities and Hierarchical Organization of Links in Complex Networks , 2009 .

[370]  Mark B. Sandler,et al.  A Semantic Space for Music Derived from Social Tags , 2007, ISMIR.

[371]  Roberto Frias,et al.  Context-aware content adaptation: a systems approach , 2010 .

[372]  최수환.  Music Information Retrieval(MIR)을 활용한 음악적 리듬의 시각화 연구 , 2009, INTERACT 2009.

[373]  Hans Peter Luhn,et al.  A Statistical Approach to Mechanized Encoding and Searching of Literary Information , 1957, IBM J. Res. Dev..

[374]  Fernando Pereira,et al.  Using MPEG standards for multimedia customization , 2004, Signal Process. Image Commun..

[375]  Ken Wakita,et al.  Extracting Multi-facet Community Structure from Bipartite Networks , 2009, 2009 International Conference on Computational Science and Engineering.

[376]  Jiebo Luo,et al.  Geotagging in multimedia and computer vision—a survey , 2010, Multimedia Tools and Applications.

[377]  G LoweDavid,et al.  Distinctive Image Features from Scale-Invariant Keypoints , 2004 .

[378]  Brendan T. O'Connor,et al.  A Latent Variable Model for Geographic Lexical Variation , 2010, EMNLP.

[379]  Yutaka Ishibashi,et al.  Group synchronization in networked virtual environments , 2003, IEEE International Conference on Communications, 2003. ICC '03..

[380]  Lc Freeman,et al.  USING GALOIS LATTICES TO REPRESENT NETWORK DATA , 1993 .

[381]  Ken Lang,et al.  NewsWeeder: Learning to Filter Netnews , 1995, ICML.

[382]  Diane J. Cook,et al.  Automatic Video Classification: A Survey of the Literature , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[383]  樊希强,et al.  Cooperative Learning , 2020, Teaching High School Physics.

[384]  Eugenia M. W. Ng.  Engaging student teachers in peer learning via a blended learning environment , 2008 .

[385]  Adrian Court,et al.  A Distributed Architecture for Multiplayer Interactive Applications on the Internet , 1999 .

[386]  D. Gruhl,et al.  Artist Ranking Through Analysis of On-line Community Comments , 2008 .

[387]  Davide Rocchesso,et al.  Sound to Sense - Sense to Sound: A state of the art in Sound and Music Computing , 2008 .

[388]  Jun Jiao,et al.  Implicit image tagging via facial information , 2010, SSPW '10.

[389]  Jaime G. Carbonell,et al.  New Approaches to Machine Translation , 1985, TMI.

[390]  Mor Naaman,et al.  HT06, tagging paper, taxonomy, Flickr, academic article, to read , 2006, HYPERTEXT '06.

[391]  Dmitri V. Kalashnikov,et al.  Web People Search via Connection Analysis , 2008, IEEE Transactions on Knowledge and Data Engineering.

[392]  Guillaume Chanel,et al.  Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty , 2011, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[393]  Johanna Völker,et al.  A Framework for Ontology Learning and Data-driven Change Discovery , 2005 .

[394]  Luca Cagliero,et al.  Generalized association rule mining with constraints , 2012, Inf. Sci..

[395]  Ulrik Brandes,et al.  Experiments on Graph Clustering Algorithms , 2003, ESA.

[396]  James Ze Wang,et al.  Toward Bridging the Annotation-Retrieval Gap in Image Search , 2007, IEEE MultiMedia.

[397]  Paul M. B. Vitányi,et al.  The Google Similarity Distance , 2004, IEEE Transactions on Knowledge and Data Engineering.

[398]  Harry W. Agius,et al.  ELVIS: Entertainment-led video summaries , 2010, ACM Trans. Multim. Comput. Commun. Appl..

[399]  Víctor Murcia,et al.  VAIPA: A video-aware internet protocol architecture , 2011, 2011 IEEE 12th International Conference on High Performance Switching and Routing.

[400]  Fang Wu,et al.  Finding communities in linear time: a physics approach , 2003, ArXiv.

[401]  Ming-Puu Chen,et al.  Enhancing ICT Skills Learning through Peer Learning: Perspectives of Learning Style and Gender , 2008 .

[402]  Susan T. Dumais,et al.  A Bayesian Approach to Filtering Junk E-Mail , 1998, AAAI 1998.

[403]  Raphaël Troncy,et al.  Linking events with media , 2010, I-SEMANTICS '10.

[404]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[405]  Peter J. Denning,et al.  The invisible future: the seamless integration of technology into everyday life , 2001 .

[406]  Gail-Joon Ahn,et al.  A collaborative framework for privacy protection in online social networks , 2010, 6th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2010).

[407]  Jian Zhang.  Expectation Maximization , 2007 .

[408]  C. Krause,et al.  Relative electroencephalographic desynchronization and synchronization in humans to emotional film content: an analysis of the 4–6, 6–8, 8–10 and 10–12 Hz frequency bands , 2000, Neuroscience Letters.

[409]  Eva Cerezo,et al.  Sentic Avatar: Multimodal Affective Conversational Agent with Common Sense , 2010, COST 2102 Training School.

[410]  Jianping Fan,et al.  Automatic image annotation by incorporating feature hierarchy and boosting to scale up SVM classifiers , 2006, MM '06.

[411]  Fabien Gouyon,et al.  A Method for Obtaining Semantic Facets of Music Tags , 2010, RecSys 2010.

[412]  Pabitra Mitra,et al.  Feature weighting in content based recommendation system using social network analysis , 2008, WWW.

[413]  Mohammad Soleymani,et al.  Queries and tags in affect-based multimedia retrieval , 2009, 2009 IEEE International Conference on Multimedia and Expo.

[414]  K. V. Shriram,et al.  Content-based Image Retrieval (CBIR) , 2012, Encyclopedia of Database Systems.

[415]  Touradj Ebrahimi,et al.  In Tags We Trust: Trust modeling in social tagging of multimedia content , 2012, IEEE Signal Processing Magazine.

[416]  Diane L. Filion,et al.  The electrodermal response system. , 1990 .

[417]  Godfrey Rust,et al.  The MPEG‐21 Rights Data Dictionary and New Approaches to Semantics , 2006 .

[418]  Bamshad Mobasher,et al.  Intelligent Techniques for Web Personalization , 2005, Lecture Notes in Computer Science.

[419]  Audun Jøsang,et al.  A survey of trust and reputation systems for online service provision , 2007, Decis. Support Syst..

[420]  Ronald Baecker,et al.  A multimedia system for authoring motion pictures , 1997, MULTIMEDIA '96.

[421]  J. Gottman,et al.  Marital interaction: physiological linkage and affective exchange. , 1983, Journal of personality and social psychology.

[422]  Stephen B. Seidman,et al.  A graph‐theoretic generalization of the clique concept* , 1978 .

[423]  Touradj Ebrahimi,et al.  An efficient P300-based brain–computer interface for disabled subjects , 2008, Journal of Neuroscience Methods.

[424]  Masafumi Hagiwara,et al.  A feeling estimation system using a simple electroencephalograph , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[425]  Touradj Ebrahimi,et al.  Implicit emotional tagging of multimedia using EEG signals and brain computer interface , 2009, WSM@MM.

[426]  Asgeir Steine.  Privacy-Preserving Cryptographic Protocols , 2012 .

[427]  Stephen E. Robertson,et al.  Okapi at TREC-7: Automatic Ad Hoc, Filtering, VLC and Interactive , 1998, TREC.

[428]  Yong Wang,et al.  Content-based utility function prediction for real-time MPEG-4 video transcoding , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

[429]  Ebroul Izquierdo,et al.  Combining image captions and visual analysis for image concept classification , 2008, MDM '08.

[430]  C. Darwin.  The Expression of the Emotions in Man and Animals , .

[431]  Fernando Boronat,et al.  Implementation and Evaluation of an M/S Scheme for Inter-Destination Multimedia Synchronization (IDMS) , 2011, Netw. Protoc. Algorithms.

[432]  Philippe Balbiani,et al.  Formal Concept Analysis, Foundations and Applications , 2005 .

[433]  Gregory D. Abowd,et al.  Providing architectural support for building context-aware applications , 2000 .

[434]  Nitesh V. Chawla,et al.  A Private and Reliable Recommendation System for Social Networks , 2010, 2010 IEEE Second International Conference on Social Computing.

[435]  Ahmet M. Kondoz,et al.  Advanced delivery of sensitive multimedia content for better serving user expectations in Virtual Collaboration applications , 2012, Multimedia Tools and Applications.

[436]  Daniel P. W. Ellis,et al.  Please Scroll down for Article Journal of New Music Research a Web-based Game for Collecting Music Metadata a Web-based Game for Collecting Music Metadata , 2022 .

[437]  Ian F. Akyildiz,et al.  Multimedia Group Synchronization Protocols for Integrated Services Networks , 1996, IEEE J. Sel. Areas Commun..

[438]  Francis C. M. Lau,et al.  A Context-Aware Decision Engine for Content Adaptation , 2002, IEEE Pervasive Comput..

[439]  Paul Dourish,et al.  Unpacking "privacy" for a networked world , 2003, CHI '03.

[440]  Petteri Nurmi.  Reasoning in Context-Aware Systems , 2004 .

[441]  David Heckerman,et al.  Empirical Analysis of Predictive Algorithms for Collaborative Filtering , 1998, UAI.

[442]  A. Manstead,et al.  Emotional Experience as a Function of Social Context: The Role of the Other , 1997 .

[443]  Kiyoharu Aizawa,et al.  Efficient retrieval of life log based on context and content , 2004, CARPE'04.

[444]  A. Clauset.  Finding local community structure in networks. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[445]  Peter Knees,et al.  Artist Classification with Web-Based Data , 2004, ISMIR.

[446]  Daniel Wolff,et al.  Adapting Metrics for Music Similarity Using Comparative Ratings , 2011, ISMIR.

[447]  Kyumin Lee,et al.  You are where you tweet: a content-based approach to geo-locating twitter users , 2010, CIKM.

[448]  Georgia Koutrika,et al.  Fighting Spam on Social Web Sites: A Survey of Approaches and Future Challenges , 2007, IEEE Internet Computing.

[449]  James Ze Wang,et al.  Image retrieval: Ideas, influences, and trends of the new age , 2008, CSUR.

[450]  Rainer Lienhart,et al.  Comparison of automatic shot boundary detection algorithms , 1998, Electronic Imaging.

[451]  David Harel,et al.  On Clustering Using Random Walks , 2001, FSTTCS.

[452]  Yong Wang,et al.  Content-adaptive utility-based video adaptation , 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

[453]  Silviu Cucerzan,et al.  Large-Scale Named Entity Disambiguation Based on Wikipedia Data , 2007, EMNLP.

[454]  Kristina Höök,et al.  Towards tangibility in gameplay: building a tangible affective interface for a computer game , 2003, ICMI '03.

[455]  Eric Brill,et al.  An Overview of Empirical Natural Language Processing , 1997, AI Mag..

[456]  Emmanuel J. Candès,et al.  A Singular Value Thresholding Algorithm for Matrix Completion , 2008, SIAM J. Optim..

[457]  Huajun Chen,et al.  The Semantic Web , 2011, Lecture Notes in Computer Science.

[458]  Antonio Camurri,et al.  A System for Real-Time Multimodal Analysis of Nonverbal Affective Social Interaction in User-Centric Media , 2010, IEEE Transactions on Multimedia.

[459]  Oded Nov,et al.  What drives content tagging: the case of photos on Flickr , 2008, CHI.

[460]  Ulrich H. Reimers,et al.  DVB-The Family of International Standards for Digital Video Broadcasting , 2004, Proceedings of the IEEE.

[461]  Yang Song,et al.  Tour the world: Building a web-scale landmark recognition engine , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

[462]  Peter Lambert,et al.  Requantization transcoding for H.264/AVC video coding , 2010, Signal Process. Image Commun..

[463]  Jiawei Han,et al.  Mining Multiple-Level Association Rules in Large Databases , 1999, IEEE Trans. Knowl. Data Eng..

[464]  Luca Cagliero,et al.  CAS-Mine: providing personalized services in context-aware applications by means of generalized rules , 2010, Knowledge and Information Systems.

[465]  Marcus Fontoura,et al.  Using annotations in enterprise search , 2006, WWW '06.

[466]  Carlo Strapparava,et al.  Learning to identify emotions in text , 2008, SAC '08.

[467]  Henning Schulzrinne,et al.  RTP: A Transport Protocol for Real-Time Applications , 1996, RFC.

[468]  Sukumar Ghosh.  Peer-to-Peer Networks , 2006 .

[469]  Aruna Seneviratne,et al.  MARCH: A distributed content adaptation architecture , 2003, Int. J. Commun. Syst..

[470]  John Langford,et al.  CAPTCHA: Using Hard AI Problems for Security , 2003, EUROCRYPT.

[471]  Jaime Delgado,et al.  A Digital Rights Management approach to privacy in online social networks , 2010 .

[472]  Ralf Krestel,et al.  Latent dirichlet allocation for tag recommendation , 2009, RecSys '09.

[473]  Marc Langheinrich,et al.  The platform for privacy preferences 1.0 (p3p1.0) specification , 2002 .

[474]  Lora Oehlberg,et al.  Social TV: Designing for Distributed, Sociable Television Viewing , 2008, Int. J. Hum. Comput. Interact..

[475]  Shuji Tasaka,et al.  A distributed control scheme for causality and media synchronization in networked multimedia games , 2002, Proceedings. Eleventh International Conference on Computer Communications and Networks.

[476]  Elaine Rich,et al.  User Modeling via Stereotypes , 1998, Cogn. Sci..

[477]  Yuan-Pin Lin,et al.  EEG-Based Emotion Recognition in Music Listening , 2010, IEEE Transactions on Biomedical Engineering.

[478]  Riccardo Miotto,et al.  Improving Auto-tagging by Modeling Semantic Co-occurrences , 2010, ISMIR.

[479]  Paul Krzyzanowski,et al.  Quality of Service , 2018, Industrial Communication Systems.

[480]  Robert Speer,et al.  Open Mind Commons: An Inquisitive Approach to Learning Common Sense , 2007 .

[481]  Xiaomin Zhu,et al.  CDPM: Finding and Evaluating Community Structure in Social Networks , 2008, ADMA.

[482]  Konstantinos Chorianopoulos,et al.  SocialSkip: pragmatic understanding within web video , 2011, EuroITV '11.

[483]  Itu-T and Iso Iec Jtc.  Advanced video coding for generic audiovisual services , 2010 .

[484]  Rik Van de Walle,et al.  Complexity and quality assessment of MPEG-2 to H.264/AVC intra transcoding architectures , 2007, 2007 9th International Symposium on Signal Processing and Its Applications.

[485]  Rajeev Motwani,et al.  The PageRank Citation Ranking : Bringing Order to the Web , 1999, WWW 1999.

[486]  Steven Schockaert,et al.  Georeferencing Wikipedia pages using language models from Flickr , 2011, ISWC 2011.

[487]  M E J Newman,et al.  Community structure in social and biological networks , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[488]  Wenliang Du,et al.  SVD-based collaborative filtering with privacy , 2005, SAC '05.

[489]  J. Gross,et al.  Emotion elicitation using films , 1995 .

[490]  Erik Cambria,et al.  Sentic PROMs: Application of sentic computing to the development of a novel unified framework for measuring health-care quality , 2012, Expert Syst. Appl..

[491]  Arthur C. Graesser,et al.  Predicting Affective States expressed through an Emote-Aloud Procedure from AutoTutor's Mixed-Initiative Dialogue , 2006, Int. J. Artif. Intell. Educ..

[492]  Andreas Hotho,et al.  The anti-social tagger: detecting spam in social bookmarking systems , 2008, AIRWeb '08.

[493]  W. Zachary,et al.  An Information Flow Model for Conflict and Fission in Small Groups , 1977, Journal of Anthropological Research.

[494]  Yiannis Kompatsiaris,et al.  Community detection in Social Media , 2012, Data Mining and Knowledge Discovery.

[495]  Zekeriya Erkin,et al.  Efficiently computing private recommendations , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[496]  Mario Montagud,et al.  RTCP for inter-destination media synchronization , 2011 .

[497]  M. Salminen,et al.  Social Interaction in Games , 2012 .

[498]  Evgeniy Gabrilovich,et al.  Computing Semantic Relatedness Using Wikipedia-based Explicit Semantic Analysis , 2007, IJCAI.

[499]  David M. Nichols,et al.  How people find videos , 2008, JCDL '08.

[500]  Ramesh Jain,et al.  Toward a Common Event Model for Multimedia Applications , 2007, IEEE MultiMedia.

[501]  Jiangchuan Liu,et al.  Statistics and Social Network of YouTube Videos , 2008, 2008 16th Interntional Workshop on Quality of Service.

[502]  Erik Cambria,et al.  Sentic Computing for patient centered applications , 2010, IEEE 10th INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS.

[503]  Xing Xie,et al.  Automatic browsing of large pictures on mobile devices , 2003, MULTIMEDIA '03.

[504]  Daniel P. W. Ellis,et al.  A Large-Scale Evaluation of Acoustic and Subjective Music-Similarity Measures , 2004, Computer Music Journal.

[505]  Paulo N. M. Sampaio,et al.  Blended Peer-Assisted Learning Platform: Improving Learning Outcomes with a Collaborative Environment , 2011 .

[506]  Wei Zhang,et al.  Community Detection in Scale-Free Networks Based on Hypergraph Model , 2007, PAISI.

[507]  Bernardo A. Huberman,et al.  Email as spectroscopy: automated discovery of community structure within organizations , 2003 .

[508]  Camille Roth,et al.  Academic team formation as evolving hypergraphs , 2010, Scientometrics.

[509]  Catherine Havasi,et al.  Automated Color Selection Using Semantic Knowledge , 2010, AAAI Fall Symposium: Commonsense Knowledge.

[510]  E. Vesterinen,et al.  Affective Computing , 2009, Encyclopedia of Biometrics.

[511]  Gerard Salton,et al.  A vector space model for automatic indexing , 1975, CACM.

[512]  Gert R. G. Lanckriet,et al.  A Game-Based Approach for Collecting Semantic Annotations of Music , 2007, ISMIR.

[513]  Hector Garcia-Molina,et al.  Social tag prediction , 2008, SIGIR '08.

[514]  A Díaz-Guilera,et al.  Self-similar community structure in a network of human interactions. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[515]  Ciro Cattuto,et al.  Social spam detection , 2009, AIRWeb '09.

[516]  Ariel Orda,et al.  Networks with advance reservations: the routing perspective , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[517]  Harry W. Agius,et al.  Analysing user physiological responses for affective video summarisation , 2009, Displays.

[518]  J. Cacioppo,et al.  Handbook Of Psychophysiology , 2019 .

[519]  Òscar Celma,et al.  Music Recommendation and Discovery - The Long Tail, Long Fail, and Long Play in the Digital Music Space , 2010 .

[520]  Pablo César,et al.  From IPTV to synchronous shared experiences challenges in design: Distributed media synchronization , 2011, Signal Process. Image Commun..

[521]  Mor Naaman,et al.  Why we tag: motivations for annotation in mobile and online media , 2007, CHI.

[522]  Jin Ha Lee.  Analysis of user needs and information features in natural language queries seeking music information , 2010 .

[523]  Yuval Shavitt,et al.  Song Ranking based on Piracy in Peer-to-Peer Networks , 2009, ISMIR.

[524]  David R. Bull,et al.  A novel H.264 SVC encryption scheme for secure bit-rate transcoding , 2009, 2009 Picture Coding Symposium.

[525]  Ling Chen,et al.  Using Co-occurence of Tags and Resources to Identify Spammers , 2008 .

[526]  Edward Y. Chang,et al.  AdHeat: an influence-based diffusion model for propagating hints to match ads , 2010, WWW '10.

[527]  James G. Clawson.  Role-Playing , 2014, Encyclopedia of Social Network Analysis and Mining.

[528]  Sahin Albayrak,et al.  An agent-based approach for privacy-preserving recommender systems , 2007, AAMAS '07.

[529]  Edith Law,et al.  Input-agreement: a new mechanism for collecting data using human computation games , 2009, CHI.

[530]  Andrea Lutz,et al.  The Anthropology of Emotions , 1986 .

[531]  Maja Pantic,et al.  Visual and multimodal analysis of human spontaneous behaviour: Introduction to the Special Issue , 2009, Image Vis. Comput..

[532]  Luis Mateus Rocha,et al.  Singular value decomposition and principal component analysis , 2003 .

[533]  Didier Sornette,et al.  Viral, Quality, and Junk Videos on YouTube: Separating Content from Noise in an Information-Rich Environment , 2008, AAAI Spring Symposium: Social Information Processing.

[534]  Christos D. Katsis,et al.  Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach , 2008, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[535]  Jennifer A. Healey,et al.  Wearable and automotive systems for affect recognition from physiology , 2000 .

[536]  Siegfried Handschuh,et al.  P-TAG: large scale automatic generation of personalized annotation tags for the web , 2007, WWW '07.

[537]  Mohammad Soleymani,et al.  Affective Characterization of Movie Scenes Based on Multimedia Content Analysis and User's Physiological Emotional Responses , 2008, 2008 Tenth IEEE International Symposium on Multimedia.

[538]  Vijay Srinivasan,et al.  RSVP-TE: Extensions to RSVP for LSP Tunnels , 2001, RFC.

[539]  A. Jøsang,et al.  Filtering Out Unfair Ratings in Bayesian Reputation Systems , 2004 .

[540]  A. M. Turing,et al.  Computing Machinery and Intelligence , 1950, The Philosophy of Artificial Intelligence.

[541]  Christine L. Lisetti,et al.  Using Noninvasive Wearable Computers to Recognize Human Emotions from Physiological Signals , 2004, EURASIP J. Adv. Signal Process..

[542]  Roger Guimerà,et al.  Module identification in bipartite and directed networks. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

[543]  Peter Knees,et al.  Investigating the Similarity Space of Music Artists on the Micro-Blogosphere , 2011, ISMIR.

[544]  M. Minsky.  The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind , 2006 .

[545]  David A. Forsyth,et al.  Matching Words and Pictures , 2003, J. Mach. Learn. Res..

[546]  Henning Schulzrinne,et al.  Peer assisted VoD for set-top box based IP network , 2007, P2P-TV '07.

[547]  Mason A. Porter,et al.  Communities in Networks , 2009, ArXiv.

[548]  Ingmar Weber,et al.  Personalized, interactive tag recommendation for flickr , 2008, RecSys '08.

[549]  Nicu Sebe,et al.  Emotion Recognition Based on Joint Visual and Audio Cues , 2006, 18th International Conference on Pattern Recognition (ICPR'06).

[550]  Henry Lieberman,et al.  Digital Intuition: Applying Common Sense Using Dimensionality Reduction , 2009, IEEE Intelligent Systems.

[551]  Michel Crampes,et al.  From photo networks to social networks, creation and use of a social network derived with photos , 2010, ACM Multimedia.

[552]  John Riedl,et al.  Do You Trust Your Recommendations? An Exploration of Security and Privacy Issues in Recommender Systems , 2006, ETRICS.

[553]  Evangelos E. Milios,et al.  Efficient Tag Recommendation for Real-Life Data , 2011, TIST.

[554]  Santo Fortunato,et al.  Community detection in graphs , 2009, ArXiv.

[555]  Jian Pei,et al.  Mining frequent patterns without candidate generation , 2000, SIGMOD '00.

[556]  Neal Charbonneau,et al.  A Survey of Advance Reservation Routing and Wavelength Assignment in Wavelength-Routed WDM Networks , 2012, IEEE Communications Surveys & Tutorials.

[557]  Jason D. Williams,et al.  Stability and Accuracy in Incremental Speech Recognition , 2011, SIGDIAL Conference.

[558]  Tsvi Kuflik,et al.  Enhancing privacy and preserving accuracy of a distributed collaborative filtering , 2007, RecSys '07.

[559]  Andreas Hotho,et al.  Information Retrieval in Folksonomies: Search and Ranking , 2006, ESWC.

[560]  John G. Apostolopoulos,et al.  Secure scalable streaming enabling transcoding without decryption , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

[561]  J. MacQueen.  Some methods for classification and analysis of multivariate observations , 1967 .

[562]  Brigitte Jaumard,et al.  A distributed and scalable routing table manager for the next generation of IP routers , 2008, IEEE Network.

[563]  J. Stephen Downie,et al.  The Scientific Evaluation of Music Information Retrieval Systems: Foundations and Future , 2004, Computer Music Journal.

[564]  Manuel Blum,et al.  reCAPTCHA: Human-Based Character Recognition via Web Security Measures , 2008, Science.

[565]  Zhiguo Gong,et al.  Web Query Expansion by WordNet , 2005, DEXA.

[566]  Yaser Sheikh,et al.  On the use of computable features for film classification , 2005, IEEE Transactions on Circuits and Systems for Video Technology.

[567]  Alessandro Acquisti,et al.  Information revelation and privacy in online social networks , 2005, WPES '05.

[568]  John R. Smith,et al.  Semantic Indexing of Multimedia Content Using Visual, Audio, and Text Cues , 2003, EURASIP J. Adv. Signal Process..