Curriculum Vitae

Gruppenseite Seminargruppe LS6 WS13 Web 2.0


Relevant publications

Predicting the popularity of online articles based on user comments.. WIMS. editor(s) Akerkar, Rajendra. 67, ACM, Year 2011.
Learning transportation mode from raw gps data for geographic applications on the web. Proceedings of the 17th international conference on World Wide Web. 247--256, Year 2008.
Fast mining of spatial collocations. Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining. 384--393, Year 2004.
Mining interesting locations and travel sequences from GPS trajectories. Proceedings of the 18th international conference on World wide web. 791--800, Year 2009.
Predicting positive and negative links in online social networks. Proceedings of the 19th international conference on World wide web. editor(s) Rappa, Michael and Jones, Paul and Freire, Juliana and Chakrabarti, Soumen. 641-650, ACM, Year 2010.
Friendship and mobility: user movement in location-based social networks. International Conference on Knowledge Discovery and Data Mining (SIGKDD). editor(s) Apte, Chid and Ghosh, Joydeep and Smyth, Padhraic. 1082--1090, ACM, Year 2011.
Location-based social networks: Users. Computing with Spatial Trajectories. 243--276, Springer, Year 2011.
GeoLife: Managing and Understanding Your Past Life over Maps. Proceedings of the The Ninth International Conference on Mobile Data Management. MDM '08, 211--212, IEEE Computer Society, Washington, DC, USA, Year 2008.
Mining user similarity based on location history. Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems. 34, Year 2008.
Is it time for a career switch?. Proceedings of the 22nd international conference on World Wide Web. 1377--1388, Year 2013.
Playlist prediction via metric embedding. Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining. KDD '12, 714--722, ACM, New York, NY, USA, Year 2012.
Predicting Responses to Microblog Posts.. HLT-NAACL. 602-606, The Association for Computational Linguistics, Year 2012.
Predicting the Future with Social Media. Year 2010.
Who uses Facebook? An investigation into the relationship between the Big Five, shyness, narcissism, loneliness, and Facebook usage. In Computers in Human Behavior, (27) 5: 1658--1664, Elsevier, Year 2011.
What’s in a Name? Understanding the Interplay between Titles, Content, and Communities in Social Media. Seventh International AAAI Conference on Weblogs and Social Media. Year 2013.
Socioscope: Spatio-temporal Signal Recovery from Social Media.. ECML/PKDD (2). editor(s) Flach, Peter A. and Bie, Tijl De and Cristianini, Nello. Lecture Notes in Computer Science, (7524) 644-659, Springer, Year 2012.
Predicting purchase behaviors from social media. Proceedings of the 22nd international conference on World Wide Web. 1521--1532, Year 2013.
An Approach to Model and Predict the Popularity of Online Contents with Explanatory Factors.. Web Intelligence. editor(s) Huang, Jimmy Xiangji and King, Irwin and Raghavan, Vijay V. and Rueger, Stefan. 623-630, IEEE, Year 2010.
Metric learning to
8, Year 2010.
Predicting diverse subsets using structural SVMs. Proceedings of the 25th international conference on Machine learning. ICML '08, 1224--1231, ACM, New York, NY, USA, Year 2008.
4chan and/b: An Analysis of Anonymity and Ephemerality in a Large Online Community.. ICWSM. Year 2011.
GeoLife2. 0: a location-based social networking service. Mobile Data Management: Systems, Services and Middleware, 2009. MDM'09. Tenth International Conference on. 357--358, Year 2009.
Trajectory pattern mining. Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining. 330--339, Year 2007.
A flexible spatio-temporal indexing scheme for large-scale GPS track retrieval. Mobile Data Management, 2008. MDM'08. 9th International Conference on. 1--8, Year 2008.
Learning location correlation from gps trajectories. Mobile Data Management (MDM), 2010 Eleventh International Conference on. 27--32, Year 2010.
Supervised topic models. Advances in Neural Information Processing Systems. Year 2007.
GeoLife: A Collaborative Social Networking Service among User, Location and Trajectory. In Data Engineering, 32, Citeseer, Year 2010.
Learning to embed songs and tags for playlist
editor(s) Cornell University, Dept. of Computer Science. 6, Year 2012.
Building personal maps from GPS data. In Annals of the New York Academy of Sciences, (1093) 1: 249--265, Wiley Online Library, Year 2006.
Mining significant semantic locations from GPS data. In Proceedings of the VLDB Endowment, (3) 1-2: 1009--1020, VLDB Endowment, Year 2010.
Ranking and classifying attractiveness of photos in folksonomies. WWW '09: Proceedings of the 18th international conference on World wide web. 771--780, ACM, New York, NY, USA, Year 2009.
Predicting the popularity of online content. In Communications of the ACM, (53) 8: 80--88, ACM, Year 2010.
The Pulse of News in Social Media: Forecasting Popularity. In CoRR, (abs/1202.0332) Year 2012.
Recommending friends and locations based on individual location history. In ACM Transactions on the Web (TWEB), (5) 1: 5, ACM, Year 2011.
An outdoor recommendation system based on user location history. Proceedings of the 1st International Workshop on Personalized Context Modeling and Management for UbiComp Applications (2005). 91--100, Year 2005.
Recommending trusted online auction sellers using social network analysis. In Expert Syst. Appl., (34) 3: 1666-1679, Year 2008.
RT to Win! Predicting Message Propagation in Twitter.. ICWSM. editor(s) Adamic, Lada A. and Baeza-Yates, Ricardo A. and Counts, Scott. The AAAI Press, Year 2011.
Understanding transportation modes based on GPS data for web applications. In ACM Transactions on the Web (TWEB), (4) 1: 1, ACM, Year 2010.
What's Worthy of Comment? Content and Comment Volume in Political Blogs.. ICWSM. editor(s) Cohen, William W. and Gosling, Samuel. The AAAI Press, Year 2010.
Searching trajectories by locations: an efficiency study. Proceedings of the 2010 ACM SIGMOD International Conference on Management of data. 255--266, Year 2010.
Matrix Factorization Techniques for Recommender Systems. In Computer, (42) 8: 30--37, IEEE Computer Society Press, Los Alamitos, CA, USA, Year 2009.
Fast Embedding of Sparse Music Similarity Graphs
8, Year 2004.
You had me at hello: How phrasing affects memorability. In CoRR, (abs/1203.6360) Year 2012.
THE NATURAL LANGUAGE OF PLAYLISTS. editor(s) Science, Computer and Engineering and University of California, San Diego. 6, Year 2011.
Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists.. ISMIR. editor(s) Hirata, Keiji and Tzanetakis, George and Yoshii, Kazuyoshi. 345-350, International Society for Music Information Retrieval, Year 2009.
Predicting popular messages in Twitter.. WWW (Companion Volume). editor(s) Srinivasan, Sadagopan and Ramamritham, Krithi and Kumar, Arun and Ravindra, M. P. and Bertino, Elisa and Kumar, Ravi. 57-58, ACM, Year 2011.