Conversational based method for tweet contextualization

Rami Belkaroui1, Rim Faïz2
1LARODEC, ISG Tunis, University of Tunis, Bardo, Tunis, Tunisia
2LARODEC, IHEC Carthage, University of Carthage, Carthage Presidency, Carthage, Tunisia

Tóm tắt

Từ khóa


Tài liệu tham khảo

Abel, F., Gao, Q., Houben, G.J., Tao, K.: Semantic enrichment of twitter posts for user profile construction on the social web. In: Proceedings of the 8th Extended Semantic Web Conference on The Semanic Web: Research and Applications, vol. Part II. ESWC’11, pp. 375–389. Springer, Berlin (2011)

Bandyopadhyay, A., Pal, S., Mitra, M., Majumder, P., Ghosh, K.: Passage retrieval for tweet contextualization at INEX 2012. In: CLEF 2012 Evaluation Labs and Workshop, Online Working Notes, Rome, Italy, September 17–20 (2012)

Belkaroui, R., Faiz, R.: Towards events tweet contextualization using social influence model and users conversations. In: Proceedings of the 5th International Conference on Web Intelligence, Mining and Semantics, WIMS 2015, Larnaca, Cyprus, July 13–15, pp. 3:1–3:9 (2015). doi: 10.1145/2797115.2797134

Belkaroui, R., Faiz, R., Elkhlifi, A.: Social users interactions detection based on conversational aspects. In: Barbucha, D., Nguyen, N.T., Batubara, J. (eds.) New Trends in Intelligent Information and Database Systems. Studies in Computational Intelligence, vol. 598, pp. 161–170. Springer International Publishing, Berlin (2015)

Belkaroui, R., Faiz, R., Kuntz, P.: User-tweet interaction model and social users interactions for tweet contextualization. In: Computational Collective Intelligence—7th International Conference, ICCCI 2015, Madrid, Spain, September 21–23, 2015. Proceedings, Part I, pp. 144–157 (2015). doi: 10.1007/978-3-319-24069-5_14

Bernstein, M.S., Suh, B., Hong, L., Chen, J., Kairam, S., Chi, E.H.: Eddi: interactive topic-based browsing of social status streams. In: Proceedings of the 23Nd Annual ACM Symposium on User Interface Software and Technology. UIST ’10, pp. 303–312. ACM, New York (2010)

Bhaskar, P., Banerjee, S., Bandyopadhyay, S.: A hybrid tweet contextualization system using IR and summarization. In: CLEF 2012 Evaluation Labs and Workshop, Online Working Notes, Rome, Italy, September 17–20 (2012)

Choudhury, M., Saraf, R., Jain, V., Mukherjee, A., Sarkar, S., Basu, A.: Investigation and modeling of the structure of texting language. Int. J. Doc. Anal. Recognit. (IJDAR) 10(3–4), 157–174 (2007)

Cotelo, J., Cruz, F., Enríquez, F., Troyano, J.: Tweet categorization by combining content and structural knowledge. Inf. Fusion 31, 54–64 (2016)

Dann, S.: Twitter content classification. First Monday 15(12) (2010)

Deveaud, R., Boudin, F.: Contextualisation automatique de tweets à partir de wikipédia. In: CORIA 2013—Conférence en Recherche d’Infomations et Applications—10th French Information Retrieval Conference, Neuchâtel, Suisse, April 3–5, pp. 125–140 (2013)

Gaffney, D.: iranelection: quantifying online activism. In: WebSci10: Extending the Frontiers of Society On-Line (2010)

Genc, Y., Sakamoto, Y., Nickerson, J.V.: Discovering context: classifying tweets through a semantic transform based on wikipedia. In: Proceedings of the 6th International Conference on Foundations of Augmented Cognition: Directing the Future of Adaptive Systems. FAC’11, pp. 484–492. Springer, Berlin (2011)

Java, A., Song, X., Finin, T., Tseng, B.: Why we twitter: Understanding microblogging usage and communities. In: Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 Workshop on Web Mining and Social Network Analysis. WebKDD/SNA-KDD ’07, pp. 56–65. ACM, New York (2007)

Kumar, R., Mahdian, M., McGlohon, M.: Dynamics of conversations. In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD ’10, pp. 553–562. ACM, New York (2010). doi: 10.1145/1835804.1835875

Meij, E., Weerkamp, W., de Rijke, M.: Adding semantics to microblog posts. Proceedings of the Fifth ACM International Conference on Web Search and Data Mining. WSDM ’12, pp. 563–572. ACM, New York (2012)

Michelson, M., Macskassy, S.A.: Discovering users’ topics of interest on twitter: a first look. In: Proceedings of the Fourth Workshop on Analytics for Noisy Unstructured Text Data. AND ’10, pp. 73–80. ACM, New York (2010)

Morchid, M., Linarès, G.: Inex 2012 benchmark a semantic space for tweets contextualization. In: Forner, P., Karlgren, J., Womser-Hacker, C. (eds.) CLEF (Online Working Notes/Labs/Workshop) (2012)

Nishi, R., Takaguchi, T., Oka, K., Maehara, T., Toyoda, M., Kawarabayashi, K.i., Masuda, N.: Reply trees in twitter: data analysis and branching process models. Social Netw. Anal. Min. 6(1), 1–13 (2016)

Phillips, J.M., Venkatasubramanian, S.: A gentle introduction to the kernel distance. Comput. Res. Reposit. (2011). arXiv:1103.1625

Ritter, A., Cherry, C., Dolan, B.: Unsupervised modeling of twitter conversations. In: Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics. HLT ’10, pp. 172–180. Association for Computational Linguistics, Stroudsburg (2010)

Romain, D., Florian, B.: Effective tweet contextualization with hashtags performance prediction and multi-document summarization. In: Working Notes for CLEF 2013 Conference , Valencia, Spain, September 23–26 (2013)

Rosa, K.D., Shah, R., Lin, B., Gershman, A., Frederking, R.: Topical clustering of tweets. In: SWSM, Proceedings of the ACM SIGIR (2011)

Sakaki, T., Okazaki, M., Matsuo, Y.: Earthquake shakes twitter users: real-time event detection by social sensors. In: Proceedings of the 19th International Conference on World Wide Web. WWW ’10, pp. 851–860. ACM, New York (2010)

Salton, G., Wong, A., Yang, C.S.: A vector space model for automatic indexing. Communications of the ACM. 11, pp. 613–620. ACM, New York (1975)

SanJuan, E., Bellot, P., Moriceau, V., Tannier, X.: Overview of the inex 2010 question answering track (qa@inex). In: Geva, S., Kamps, J., Schenkel, R., Trotman, A. (eds.) Comparative Evaluation of Focused Retrieval. Lecture Notes in Computer Science, vol. 6932, pp. 269–281. Springer, Berlin (2011)

SanJuan, E., Moriceau, V., Tannier, X., Bellot, P., Mothe, J.: Overview of the index 2012 tweet contextualization track. In: Forner, P., Karlgren, J., Womser-Hacker, C. (eds.) CLEF (Online Working Notes/Labs/Workshop) (2012)

Schultz, D., Jolly, S.: Automatic Tweet Hashtag Categorization (2010)