Leon Haland/Google+ 20 mil. Available at: http://goo.gl/S7rNf. (Accessed January 16, 2011).
Janis, Krums. Miracle on the hudson. Available at:http://twitpic.com/135xa. (Accessed January 16, 2011).
Atzmueller, M,Benz, D,Doerfel, S,Hotho, A,Jäschke, R,Macek, BE,Mitzlaff, F,Scholz, C,Stumme, G.Enhancing Social Interactions at Conferences.Inf Technol2011,3:101–107.
Atzmueller, M,Doerfel, S,Mitzlaff, F,Hotho, A,Stumme, G.Face‐to‐face contacts at a conference: dynamics of communities and roles. Modeling and mining ubiquitous social media. Heidelberg, Germany: Springer Verlag; 2012.
Macek, BE,Atzmueller, M,Stumme, G.Profile mining in cvs‐logs and face‐to‐face contacts for recommending software developers. In: Proceedings of IEEE Third International Conference on Social Computing (SocialCom), Boston, MA; 2011.
Macek, BE,Scholz, C,Atzmueller, M,Stumme, G.Anatomy of a conference. In: Proceedings of the 23rd ACM Conference on Hypertext and Social Media. New York, NY: ACM; 2012.
Boratto, L,Chessa, A,Agelli, M,Clemente, ML.Group recommendation with automatic identification of users communities. In: IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technologies. Milano, Italy; 2009,547–550.
Gargi, U,Lu, W,Mirrokni, V,Yoon, S.Large‐Scale Community Detection on YouTube for Topic Discovery and Exploration. In: Proceedings of 5th International AAAI Conference on Weblogs and Social Media. Menlo Park, CA: AAAI Press;2011.
Liu, B.Sentiment Analysis and Subjectivity. Handbook of Natural Language Processing. London, UK: Chapman %26 Hall;2010.
Pang, B,Lee, L.Opinion mining and sentiment analysis.Found Trends Inf2008,2:1–135.
Kaplan, A,Haenlein, M.Users of the world, unite! The challenges and opportunities of social media.Bus Horiz2010,53:59–68.
Heidemann, J.Online social networks.Inf Spektrum2010,33:262–271.
Wassermann, S,Faust, K.Social Network Analysis. Cambridge: Cambridge University Press;1994.
Isella, L,Stehlé, J,Barrat, A,Cattuto, C,Pinton, JF,den Broeck, WV.What`s in a crowd? Analysis of face‐to‐face behavioral networks.J Theor Biol2011,271:166–180.
Stehlé, J,Voirin, N,Barrat, A,Cattuto, C,Colizza, V,Isella, L,Régis, C,Pinton, J‐F,Khanafer, N,Van den Broeck, W,Vanhems, P.Simulation of an SEIR infectious disease model on the dynamic contact network of conference attendees.BMC Med2011,9:1–15.
Atzmueller, M,Mitzlaff, F.Efficient descriptive community mining. In: Proceedings of 24th International FLAIRS Conference. New York, NY: AAAI Press;2011, 459–464.
Fortunato, S,Castellano, C.Encyclopedia of Complexity and System Science. Heidelberg: Springer;2007.
Girvan, M,Newman, MEJ.Community structure in social and biological networks.Proc Natl Acad Sci USA2002,99,7821–7826.
Lancichinetti, A,Fortunato, S.Community detection algorithms: a comparative analysis.Phys Rev E2009,e80. doi:10.1103/PhysRevE.80.056117.
Leskovec, J,Lang, KJ,Dasgupta, A,Mahoney, MW:Community structure in large networks: natural cluster sizes and the absence of large well‐defined clusters.Internet Math2009,6:29–123.
Leskovec, J,Lang, KJ,Mahoney, MW.Empirical comparison of algorithms for network community detection. In: Proceedings of 19th International Conference on the World Wide Web (WWW). New York, NY: ACM Press; 2010, 631–640.
Newman, MEJ.Detecting community structure in networks.Eur Phys J2004,38:321–330.
Scripps, J,Tan, PN,Esfahanian, AH.Exploration of link structure and community‐based node roles in network analysis. In: Proceedings of ICDM 2007;649–654.
Atzmueller, M,Lemmerich, F.VIKAMINE ‐ open‐source subgroup discovery, pattern mining, and analytics. Proc. ECML/PKDD 2012: European conference on machine learning and principles and practice of knowledge discovery in databases. Heidelberg, Germany: Springer Verlag; 2012.
Atzmueller, M,Lemmerich, F,Krause, B,Hotho, A.Who are the spammers? Understandable local patterns for concept description. In: Proceedings of 7th Conference on Computer Methods and Systems. Krakow, Poland;2009.
Chou, BH,Suzuki, E.Discovering community‐oriented roles of nodes in a social network. In: Proceedings of DaWak 2010. Bilbao, Spain;2010,52–64.
Liu, B.Sentiment analysis: a multifaceted problem.IEEE Intell Syst2010,25:1–5.
Esuli, A,Sebastiani, F.Sentiment quantification.IEEE Intell Syst2010,25:72–75.
Hu, M,Liu, B.Mining and summarizing customer reviews. In: Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York, NY: ACM Press;2004.
Jindal, N,Liu, B.Opinion spam and analysis. In: Proceedings of 1st ACM International Conference on Web Search and Data Mining (WSDM). New York, NY: ACM Press<;2008.
Farzan, R,Brusilovsky, P.Community‐based conference navigator. Proceedings of 1st workshop on adaptation and personalisation in social systems: groups, teams, communities at the 11th international conference on user modeling, UM 2007. Corfu, Greece, 2007, 30–39.
Brin, S,Page, L.The anatomy of a large‐scale hypertextual Web search engine. comput.Networks ISDN1998,30:107–117.
Mitzlaff, F,Atzmueller, M,Benz, D,Hotho, A,and Stumme, G.Community assessment using evidence networks. In:Analysis of Social Media and Ubiquitous Data. Heidelberg: Springer;2011.
Benz, D,Hotho, A,Jäschke, R,Krause, B,Mitzlaff, F,Schmitz, C,Stumme, G.The Social bookmark and publication management system bibsonomy.VLDB J2010, 19:849–875.
Atzmueller, M,Benz, D,Hotho, A,Stumme, G. Towards mining semantic maturity in social bookmarking systems. In: Proceedings of 4th International Workshop on Social Data on the Web. Bonn, Germany: ISWC; 2011.
Wongchokprasitti, C,Brusilovsky, P,Parra, D. Conference Navigator 2.0: community‐based recommendation for academic conferences. In: Proceedings of Workshop on Social Recommender Systems (at IUI 2010). Hong Kong, China; 2010.
Malone, TW,Laubacher, R,Dellarocas, C.Harnessing crowds: mapping the genome of collective intelligence. MIT Center for Collective Intelligence, Working Paper 2009‐001; 2009.
Lemmerich, F,Atzmueller, M.Modeling location‐based profiles of social image media using explorative pattern mining. In: Proceedings IEEE SocialCom 2011, Workshop on Modeling Social Media MSM 2011. Boston: IEEE Computer Society;2011.
Eagle, N,Pentland, AS.Reality mining: sensing complex social systems.Pers Ubiquit Comput2006,10:255–268.
Mitchell, TM.Mining our reality.Science2009,326:1644–1645.
Navarro Bullock, B,Lerch, H,Roßnagel, A,Hotho, A,Stumme, G.Privacy‐aware spam detection in social bookmarking systems. In: Proceedings of 11th International Conference on Knowledge Management and Knowledge Technologies. New York: ACM; 2011,15:1–15:8.
Samarati, P.Protecting respondents` identities in microdata release. In: IEEE Trans Knowl Data Eng; 2001, 1010–1027.
Atzori, M,Bonchi, F,Giannotti, F,Pedreschi, D:Anonymity preserving pattern discovery.VLDB J2008, 17:703–727.