Understanding-Oriented Multimedia News Retrieval

Online news reading becomes an important channel for information acquisition in our daily lives. Users have to consume much time in finding the news they are interested in from such huge volumes of information. To facilitate users to access news quickly and comprehensively, we design understanding-oriented multimedia news search and browsing systems, in which the news elements of “Where”, “Who”, “What” and “When” are enhanced. The result ranking and visualization are conducted to present search results relevant to a target news query.

[1]  Bin Wang,et al.  Large-Scale Duplicate Detection for Web Image Search , 2006, 2006 IEEE International Conference on Multimedia and Expo.

[2]  Richard Sproat,et al.  WordsEye: an automatic text-to-scene conversion system , 2001, SIGGRAPH.

[3]  Jochen L. Leidner Toponym resolution in text: annotation, evaluation and applications of spatial grounding , 2007, SIGF.

[4]  Ximena Olivares,et al.  Boosting image retrieval through aggregating search results based on visual annotations , 2008, ACM Multimedia.

[5]  Zechao Li,et al.  Projective nonnegative matrix factorization for social image retrieval , 2016, Neurocomputing.

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

[7]  Bruno Martins,et al.  Geographically aware Web text mining , 2009 .

[8]  João Magalhães,et al.  Assisted news reading with automated illustration , 2010, ACM Multimedia.

[9]  Rong Yan,et al.  The combination limit in multimedia retrieval , 2003, MULTIMEDIA '03.

[10]  Sanda M. Harabagiu,et al.  Shallow Semantics for Relation Extraction , 2005, IJCAI.

[11]  Changsheng Xu,et al.  Chat with illustration: a chat system with visual aids , 2012, ICIMCS '12.

[12]  Satoshi Sekine,et al.  Extended Named Entity Hierarchy , 2002, LREC.

[13]  Doug Downey,et al.  Unsupervised named-entity extraction from the Web: An experimental study , 2005, Artif. Intell..

[14]  Ruslan Salakhutdinov,et al.  Probabilistic Matrix Factorization , 2007, NIPS.

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

[16]  Dmitry Zelenko,et al.  Kernel methods for relation extraction , 2003 .

[17]  William I. Grosky,et al.  Narrowing the semantic gap - improved text-based web document retrieval using visual features , 2002, IEEE Trans. Multim..

[18]  Yihong Gong,et al.  Combining content and link for classification using matrix factorization , 2007, SIGIR.

[19]  Bruno Martins,et al.  Learning to associate relevant photos to georeferenced textual documents , 2011, GIS.

[20]  James Ze Wang,et al.  The story picturing engine: finding elite images to illustrate a story using mutual reinforcement , 2004, MIR '04.

[21]  W. Bruce Croft,et al.  Evaluating verbose query processing techniques , 2010, SIGIR.

[22]  Dan Wu,et al.  On assigning place names to geography related web pages , 2005, Proceedings of the 5th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '05).

[23]  Thorsten Joachims,et al.  Optimizing search engines using clickthrough data , 2002, KDD.

[24]  Tang Jinhui,et al.  Overlapping community detection based on node location analysis , 2016 .

[25]  Doug Downey,et al.  Web-scale information extraction in knowitall: (preliminary results) , 2004, WWW '04.

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

[27]  Lise Getoor,et al.  Learning Probabilistic Relational Models , 1999, IJCAI.

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

[29]  Michael R. Lyu,et al.  SoRec: social recommendation using probabilistic matrix factorization , 2008, CIKM '08.

[30]  Daniel A. Keim,et al.  Document Cards: A Top Trumps Visualization for Documents , 2009, IEEE Transactions on Visualization and Computer Graphics.

[31]  Hiroshi Murase,et al.  Labeling News Topic Threads with Wikipedia Entries , 2009, 2009 11th IEEE International Symposium on Multimedia.

[32]  Vitor R. Carvalho,et al.  Reducing long queries using query quality predictors , 2009, SIGIR.

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

[34]  Geoffrey Andogah,et al.  Geographically constrained information retrieval , 2011 .

[35]  Anand Rajaraman,et al.  Mining of Massive Datasets , 2011 .

[36]  Wei-Ying Ma,et al.  EnjoyPhoto: a vertical image search engine for enjoying high-quality photos , 2006, MM '06.

[37]  Meng Wang,et al.  Enhancing news organization for convenient retrieval and browsing , 2013, ACM Trans. Multim. Comput. Commun. Appl..

[38]  Meng Wang,et al.  News contextualization with geographic and visual information , 2011, ACM Multimedia.

[39]  Jing Liu,et al.  Multi-modal multi-correlation person-centric news retrieval , 2010, CIKM.

[40]  Philip S. Yu,et al.  A probabilistic framework for relational clustering , 2007, KDD '07.

[41]  Antonio Torralba,et al.  SIFT Flow: Dense Correspondence across Different Scenes , 2008, ECCV.

[42]  H. McGurk,et al.  Hearing lips and seeing voices , 1976, Nature.