On the Semantics of User Interaction in Social Media

In ubiquitous and social web applications, there are different user traces, for example, produced explicitly by ”tweeting” via twitter or implicitly, when the corresponding activities are logged within the application’s internal databases and log files.

[1]  Dominik Benz,et al.  Visit me, click me, be my friend: an analysis of evidence networks of user relationships in BibSonomy , 2010, HT '10.

[2]  Trevor Cohen,et al.  Empirical distributional semantics: Methods and biomedical applications , 2009, J. Biomed. Informatics.

[3]  Mitzlaff Relatedness of Given Names , 2012 .

[4]  Jon M. Kleinberg,et al.  The link-prediction problem for social networks , 2007, J. Assoc. Inf. Sci. Technol..

[5]  T. Landauer,et al.  A Solution to Plato's Problem: The Latent Semantic Analysis Theory of Acquisition, Induction, and Representation of Knowledge. , 1997 .

[6]  Ricardo B. C. Prudêncio,et al.  Supervised link prediction in weighted networks , 2011, The 2011 International Joint Conference on Neural Networks.

[7]  Tao Zhou,et al.  Link prediction in weighted networks: The role of weak ties , 2010 .

[8]  Gregory Grefenstette,et al.  Finding Semantic Similarity in Raw Text: the Deese Antonyms , 1992 .

[9]  Dominik Benz,et al.  Community Assessment Using Evidence Networks , 2010, MSM/MUSE.

[10]  Qi He,et al.  TwitterRank: finding topic-sensitive influential twitterers , 2010, WSDM '10.

[11]  Linyuan Lü,et al.  Similarity index based on local paths for link prediction of complex networks. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[12]  Wilhelmshöher Allee,et al.  Relatedness of Given Names , 2012 .

[13]  Cecilia Mascolo,et al.  Socio-Spatial Properties of Online Location-Based Social Networks , 2011, ICWSM.

[14]  Michael Lesk,et al.  Word-word associations in document retrieval systems , 1969 .

[15]  Steffen Staab,et al.  The Semantic Web - ISWC 2008, 7th International Semantic Web Conference, ISWC 2008, Karlsruhe, Germany, October 26-30, 2008. Proceedings , 2008, SEMWEB.

[16]  Luc De Raedt,et al.  Machine Learning: ECML 2001 , 2001, Lecture Notes in Computer Science.

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

[18]  Cecilia Mascolo,et al.  Far from the eyes, close on the web: impact of geographic distance on online social interactions , 2012, WOSN '12.

[19]  Krishna P. Gummadi,et al.  Geographic Dissection of the Twitter Network , 2012, ICWSM.

[20]  Hosung Park,et al.  What is Twitter, a social network or a news media? , 2010, WWW '10.

[21]  Andreas Hotho,et al.  Analysis of Social Media and Ubiquitous Data , 2011, Lecture Notes in Computer Science.

[22]  Lora Aroyo,et al.  The Semantic Web: Research and Applications , 2009, Lecture Notes in Computer Science.

[23]  M. Newman,et al.  Vertex similarity in networks. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[24]  James Caverlee,et al.  A geographic study of tie strength in social media , 2011, CIKM '11.

[25]  Jennifer Widom,et al.  SimRank: a measure of structural-context similarity , 2002, KDD.

[26]  Henry A. Kautz,et al.  Finding your friends and following them to where you are , 2012, WSDM '12.

[27]  Cecilia Mascolo,et al.  Where Online Friends Meet: Social Communities in Location-Based Networks , 2012, ICWSM.

[28]  Ricardo B. C. Prud Supervised Link Prediction in Weighted Networks , 2011 .

[29]  Diana Inkpen,et al.  Second Order Co-occurrence PMI for Determining the Semantic Similarity of Words , 2006, LREC.

[30]  Ciro Cattuto,et al.  Semantic Grounding of Tag Relatedness in Social Bookmarking Systems , 2008, SEMWEB.

[31]  Guanling Chen,et al.  Analysis of a Location-Based Social Network , 2009, 2009 International Conference on Computational Science and Engineering.

[32]  Peter D. Turney Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL , 2001, ECML.