Social media analysis and summarization for opinion mining: a business case study

• Adnan M, Alhajj R, Rokne J (2010) Identifying social communities by frequent pattern mining. In: Proceedings of the international conference on information visualisation

• Agichtein E, Castillo C, Donato D, Gionis A, Mishne G (2008) Finding high-quality content in social media. In: Proceedings of the international conference on Web search and web data mining, pp 183–194

• Asur S, Huberman BA (2010) Predicting the future with social media. CoRR, abs/1003.5699

• Bansal N, Chiang F, Koudas N, Tompa FW (2007) Seeking stable clusters in the blogosphere. In: Proceedings of the international conference on Very large data bases, pp 806–817

• Bian J, Liu Y, Agichtein E, Zha H (2008) Finding the right facts in the crowd: factoid question answering over social media. In: Proceedings of the international conference on World Wide Web, pp 467–476

• Blondel VD, Guillaume J-L, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J Stat Mech Theory Exp 2008:P10008. doi:10.1088/1742-5468/2008/10/P10008

• Derényi I, Palla G, Vicsek T (2005) Clique percolation in random networks. Phys Rev Lett 94:160202

  Google Scholar 

• Fortunato S (2010) Community detection in graphs. Phys Rep 486(3-5):75–174

  Article  MathSciNet  Google Scholar 

• Gilbert E, Karahalios K (2009) Predicting tie strength with social media. In: Proceedings of the international conference on Human factors in computing systems, pp 211–220

• Girvan M, Newman MEJ (2002) Community structure in social and biological networks. Proc Natl Acad Sci 99(12):7821–7826

  Article  MathSciNet  MATH  Google Scholar 

• Hansen DL, Rotman D, Bonsignore E, Milic’-frayling N, Rodrigues EM, Smith M, Shneiderman B, Capone T (2009) Do you know the way to sna ?: a process model for analyzing and visualizing social media data. Group, pp 1–10

• Huberman BA, Romero DM, Wu F (2008) Social networks that matter: Twitter under the microscope. CoRR, abs/0812.1045

• Jansen BJ, Zhang M, Sobel K, Chowdury A (2009) Twitter power: Tweets as electronic word of mouth. J Am Soc Inf Sci Technol 60(11):2169–2188

  Google Scholar 

• Java A, Song X, Finin T, Tseng B (2007) 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, pp 56–65

• Kaplan AM, Haenlein M (2010) Users of the world, unite! the challenges and opportunities of social media. Bus Horizons 53(1):59–68

  Article  Google Scholar 

• Kianmehr K, Alhajj R (2009) Calling communities analysis and identification using machine learning techniques. J Expert Systems Appl 36:6218–6226

  Article  Google Scholar 

• Kumar S, Barbier G, Abbasi MA, Liu H (2011) Tweettracker: An analysis tool for humanitarian and disaster relief. In: Proceedings of the International Conference on Weblogs and Social Media

• Kumar S, Morstatter F, Zafarani R, Liu H (2013) Whom should i follow? identifying relevant users during crises. In: Proceedings of ACM conference on Hypertext and social media

• Li R, Lei KH, Khadiwala R, Chang K-C (2012) Tedas: a twitter-based event detection and analysis system. In: Proceedings of IEEE international conference on data engineering, pp 1273–1276

• MacEachren A, Jaiswal A, Robinson A, Pezanowski S, Savelyev A, Mitra P, Zhang X, Blanford J (2011) Senseplace2: Geotwitter analytics support for situational awareness. In Proceedings of 2011 IEEE Conference on Visual Analytics Science and Technology (VAST), p 181190

• Manning CD, Raghavan P, Schtze H (2008) Introduction to Information Retrieval. Cambridge University Press, Cambridge

• Mathioudakis M, Koudas N (2010) Twittermonitor: Trend detection over the twitter stream. In: Proceedings of ACM SIGMOD International Conference on Management of data, pp 1155–1158

• Mathioudakis M, Koudas N, Marbach P (2010) Early online identification of attention gathering items in social media. In: Proceedings of ACM international conference on Web search and data mining, pp 301–310

• Mendoza M, Poblete B, Castillo C (2010) Twitter under crisis: Can we trust what we rt? In: Proceedings of the First Workshop on Social Media Analytics

• Morstatter F, Kumar S, Liu H, Maciejewski R (2013) Understanding twitter data with tweetxplorer. In: Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

• Naji G, Nagi M, Elsheikh AM, Gao S, Kianmehr K, Özyer T, Demetrick D, Alhajj R, Rokne J, Ridley M (2011) Effectiveness of social networks for studying biological agents and identifying cancer biomarkers. Counterterrorism and Open Source Intelligence

• Newman M (2004) Detecting community structure in networks. Eur Phys J B Condens Matter Complex Systems 38:321–330

  Article  Google Scholar 

• Newman MEJ, Girvan M (2004) Finding and evaluating community structure in networks. Phys Rev E 69:026113. doi:10.1103/PhysRevE.69.026113

• O’Connor B, Balasubramanyan R, Routledge B, Smith N (2010) From tweets to polls: Linking text sentiment to public opinion time series

• Palla G, Derenyi I, Farkas I, Vicsek T (2005) Uncovering the overlapping community structure of complex networks in nature and society. Nature 435(7043):814–818

  Article  Google Scholar 

• Purohit H, Sheth A (2013) Twitris v3: From citizen sensing to analysis, coordination and action. In: Proceedings of the International Conference on Weblogs and Social Media

• Shafiq O, Alhajj R, Rokne J (2009) Community aware personalized web search. In: Proceedings of the international conference on advaces in social network analysis and mining, pp 3510–355

• Smith MA, Shneiderman B, Milic-Frayling N, Mendes Rodrigues E, Barash V, Dunne C, Capone T, Perer A, Gleave E (2009) Analyzing (social media) networks with nodexl. In: Proceedings of the international conference on Communities and technologies, pp 255–264

• Tumasjan A, Sprenger T, Sandner P, Welpe I (2010) Predicting elections with twitter: What 140 characters reveal about political sentiment. In: Proceedings of AAAI international conference on weblogs and social media, pp 178–185

Download references