%% This BibTeX bibliography file was created using BibDesk.
%% http://bibdesk.sourceforge.net/


%% Created for Lamberto Ballan at 2011-02-02 17:13:22 +0100 


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@inproceedings{ferracani2016item,
  title={Item-Based Video Recommendation: An Hybrid Approach considering Human Factors},
  author={Ferracani, Andrea and Pezzatini, Daniele and Bertini, Marco and Del Bimbo, Alberto},
  booktitle={Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval},
  pages={351--354},
  year={2016},
  organization={ACM}
}

@inproceedings{ferracani2015system,
  title={A system for video recommendation using visual saliency, crowdsourced and automatic annotations},
  author={Ferracani, Andrea and Pezzatini, Daniele and Bertini, Marco and Meucci, Saverio and Del Bimbo, Alberto},
  booktitle={Proceedings of the 23rd ACM international conference on Multimedia},
  pages={757--758},
  year={2015},
  organization={ACM}
}


@inproceedings{ferracani2017separating,
  title={Separating the Wheat from the Chaff: Events Detection in Twitter Data},
  author={Ferracani, Andrea and Pezzatini, Daniele and Becchi, Giuseppe and Landucci, Lea and Del Bimbo, Alberto},
  booktitle={Content-based Multimedia Indexing (CBMI 2017)},
  year={2017}
}

@inproceedings{ferracani01,
  title={User Profiling for Urban Computing: Enriching Social Network Trace Data},
  author={Ferracani, Andrea and Pezzatini, Daniele and Del Bimbo, Alberto},
  booktitle={Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia},
  pages={17--20},
  year={2014},
  organization={ACM}
}

@inproceedings{ferracani02,
 author = {Del Bimbo, Alberto and Ferracani, Andrea and Pezzatini, Daniele and D'Amato, Federico and Sereni, Martina},
 title = {LiveCities: Revealing the Pulse of Cities by Location-based Social Networks Venues and Users Analysis},
 booktitle = {Proceedings of the 23rd International Conference on World Wide Web},
 series = {WWW '14 Companion},
 year = {2014},
 isbn = {978-1-4503-2745-9},
 location = {Seoul, Korea},
 pages = {163--166},
 numpages = {4},
 url = {http://doi.acm.org/10.1145/2567948.2577035},
 doi = {10.1145/2567948.2577035},
 acmid = {2577035},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {location-based services, recommendation systems, smart cities, venues classification},
} 

%% start Functional Areas
@inproceedings{can, Author = {Cano, A-E. and Varga, A. and Ciravegna, F.}, Booktitle = {In Proceedings of the 10th International Semantic Web Conference, Workshop on Social Data on the Web (SDoW)}, Title = {Volatile Classification of Point of Interests based on Social Activity Streams.}, Year = {2011}}

@inproceedings{che,
    address = {Menlo Park, CA, USA},
    author = {Cheng, Zhiyuan and Caverlee, James and Lee, Kyumin and Sui, Daniel Z.},
    booktitle = {Proceedings of the Fifth International Conference on Weblogs and Social Media},
    citeulike-article-id = {9609590},
    citeulike-linkout-0 = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/2783},
    keywords = {icwsm},
    location = {Barcelona, Spain},
    month = jul,
    posted-at = {2012-01-19 00:20:58},
    priority = {2},
    publisher = {AAAI},
    title = {{Exploring Millions of Footprints in Location Sharing Services}},
    url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/2783},
    year = {2011}
}

@inproceedings{cran,
  title={The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City.},
  author={Cranshaw, Justin and Schwartz, Raz and Hong, Jason I and Sadeh, Norman M},
  booktitle={Proceedings of the Sixth International AAAI Conference on Weblogs an Social Media (ICWSM 2012)},
  year={2012}
}

@inproceedings{hon,
 author = {Hong, Liangjie and Ahmed, Amr and Gurumurthy, Siva and Smola, Alexander J. and Tsioutsiouliklis, Kostas},
 title = {Discovering Geographical Topics in the Twitter Stream},
 booktitle = {Proceedings of the 21st International Conference on World Wide Web},
 series = {WWW '12},
 year = {2012},
 isbn = {978-1-4503-1229-5},
 location = {Lyon, France},
 pages = {769--778},
 numpages = {10},
 url = {http://doi.acm.org/10.1145/2187836.2187940},
 doi = {10.1145/2187836.2187940},
 acmid = {2187940},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {geolocation, graphical model, language model, latent variable inference, topic models, twitter, user profiling},
} 



@inproceedings{mil,
  added-at = {2013-02-25T01:31:56.000+0100},
  author = {Witten, Ian H and Milne, David},
  biburl = {http://www.bibsonomy.org/bibtex/2ff1a16f1f9e2cf2c1c27558c26ce4497/asmelash},
  booktitle = {Proceeding of AAAI Workshop on Wikipedia and Artificial Intelligence: an Evolving Synergy, AAAI Press, Chicago, USA},
  interhash = {f8b0b3ba8f4a1c20e3d5d732a221f102},
  intrahash = {ff1a16f1f9e2cf2c1c27558c26ce4497},
  keywords = {linkrecommender relatedness semantic},
  pages = {25--30},
  timestamp = {2013-02-25T01:31:56.000+0100},
  title = {An effective, low-cost measure of semantic relatedness obtained from Wikipedia links},
  year = 2008
}

@inproceedings{nou,
  author    = {Anastasios Noulas and
               Salvatore Scellato and
               Cecilia Mascolo and
               Massimiliano Pontil},
  title     = {Exploiting Semantic Annotations for Clustering Geographic
               Areas and Users in Location-based Social Networks},
  booktitle = {The Social Mobile Web},
  year      = {2011},
  ee        = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/3845},
  crossref  = {DBLP:conf/icwsm/2011smw},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@inproceedings{qu,
 author = {Qu, Yan and Zhang, Jun},
 title = {Trade Area Analysis Using User Generated Mobile Location Data},
 booktitle = {Proceedings of the 22Nd International Conference on World Wide Web},
 series = {WWW '13},
 year = {2013},
 isbn = {978-1-4503-2035-1},
 location = {Rio de Janeiro, Brazil},
 pages = {1053--1064},
 numpages = {12},
 url = {http://dl.acm.org/citation.cfm?id=2488388.2488480},
 acmid = {2488480},
 publisher = {International World Wide Web Conferences Steering Committee},
 address = {Republic and Canton of Geneva, Switzerland},
 keywords = {location based marketing, mobile marketing, trade area analysis},
} 
%% end Functional Areas

%% start Separating the Wheat

@article{nguyen,
  title={Real-time event detection for online behavioral analysis of big social data},
  author={Nguyen, Duc T and Jung, Jai E},
  journal={Future Generation Computer Systems},
  volume={66},
  pages={137--145},
  year={2017},
  publisher={Elsevier}
}

@inproceedings{walther,
  title={Geo-spatial Event Detection in the Twitter Stream.},
  author={Walther, Maximilian and Kaisser, Michael},
  booktitle={ECIR},
  pages={356--367},
  year={2013},
  organization={Springer}
}

@inproceedings{lau,
  title={On-line Trend Analysis with Topic Models:$\backslash$\# twitter Trends Detection Topic Model Online.},
  author={Lau, Jey Han and Collier, Nigel and Baldwin, Timothy},
  booktitle={COLING},
  pages={1519--1534},
  year={2012}
}

@inproceedings{misra,
  title={Can Instagram posts help characterize urban micro-events?},
  author={Jayarajah, Kasthuri and Misra, Archan},
  booktitle={Information Fusion (FUSION), 2016 19th International Conference on},
  pages={130--137},
  year={2016},
  organization={IEEE}
}

@inproceedings{ester,
  title={A density-based algorithm for discovering clusters in large spatial databases with noise.},
  author={Ester, Martin and Kriegel, Hans-Peter and Sander, J{\"o}rg and Xu, Xiaowei and others},
  booktitle={Kdd},
  volume={96},
  number={34},
  pages={226--231},
  year={1996}
}

@article{senin,
  title={Dynamic time warping algorithm review},
  author={Senin, Pavel},
  journal={Information and Computer Science Department University of Hawaii at Manoa Honolulu, USA},
  volume={855},
  pages={1--23},
  year={2008}
}

@article{wael,
  title={A survey of techniques for event detection in twitter},
  author={Atefeh, Farzindar and Khreich, Wael},
  journal={Computational Intelligence},
  volume={31},
  number={1},
  pages={132--164},
  year={2015},
  publisher={Wiley Online Library}
}

@article{becker,
  title={Beyond Trending Topics: Real-World Event Identification on Twitter.},
  author={Becker, Hila and Naaman, Mor and Gravano, Luis},
  journal={ICWSM},
  volume={11},
  number={2011},
  pages={438--441},
  year={2011}
}

@inproceedings{popescu,
  title={Extracting events and event descriptions from twitter},
  author={Popescu, Ana-Maria and Pennacchiotti, Marco and Paranjpe, Deepa},
  booktitle={Proceedings of the 20th international conference companion on World wide web},
  pages={105--106},
  year={2011},
  organization={ACM}
}

@inproceedings{sakaki,
  title={Earthquake shakes Twitter users: real-time event detection by social sensors},
  author={Sakaki, Takeshi and Okazaki, Makoto and Matsuo, Yutaka},
  booktitle={Proceedings of the 19th international conference on World wide web},
  pages={851--860},
  year={2010},
  organization={ACM}
}

@article{massoudi,
  title={Incorporating query expansion and quality indicators in searching microblog posts},
  author={Massoudi, Kamran and Tsagkias, Manos and De Rijke, Maarten and Weerkamp, Wouter},
  journal={Advances in information retrieval},
  pages={362--367},
  year={2011},
  publisher={Springer}
}

@inproceedings{metzler,
  title={Structured event retrieval over microblog archives},
  author={Metzler, Donald and Cai, Congxing and Hovy, Eduard},
  booktitle={Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
  pages={646--655},
  year={2012},
  organization={Association for Computational Linguistics}
}

@inproceedings{wang,
  title={Improving short text clustering performance with keyword expansion},
  author={Wang, Jun and Zhou, Yiming and Li, Lin and Hu, Biyun and Hu, Xia},
  booktitle={The Sixth International Symposium on Neural Networks (ISNN 2009)},
  pages={291--298},
  year={2009},
  organization={Springer}
}

@article{unankard,
  title={Emerging event detection in social networks with location sensitivity},
  author={Unankard, Sayan and Li, Xue and Sharaf, Mohamed A},
  journal={World Wide Web},
  volume={18},
  number={5},
  pages={1393--1417},
  year={2015},
  publisher={Springer}
}

@inproceedings{zhou,
  title={Event Detection with Burst Information Networks.},
  author={Ge, Tao and Cui, Lei and Chang, Baobao and Sui, Zhifang and Zhou, Ming},
  booktitle={COLING},
  pages={3276--3286},
  year={2016}
}

@inproceedings{ranneries,
  title={Wisdom of the local crowd: Detecting local events using social media data},
  author={Ranneries, S{\o}ren B and Kal{\o}r, Mads E and Nielsen, Sofie Aa and Dalgaard, Lukas N and Christensen, Lasse D and Kanhabua, Nattiya},
  booktitle={Proceedings of the 8th ACM Conference on Web Science},
  pages={352--354},
  year={2016},
  organization={ACM}
}

@inproceedings{xia,
  title={Citybeat: Real-time social media visualization of hyper-local city data},
  author={Xia, Chaolun and Schwartz, Raz and Xie, Ke and Krebs, Adam and Langdon, Andrew and Ting, Jeremy and Naaman, Mor},
  booktitle={Proceedings of the 23rd International Conference on World Wide Web},
  pages={167--170},
  year={2014},
  organization={ACM}
}

%% start Separating the Wheat

%% start ONLINE recomm

@inproceedings{Cui-2014,
	Acmid = {2654946},
	Author = {Cui, Peng and Wang, Zhiyu and Su, Zhou},
	Booktitle = {Proc. of ACM MM},
	Date-Added = {2015-07-13 14:34:59 +0000},
	Date-Modified = {2015-07-13 14:35:17 +0000},
	Doi = {10.1145/2647868.2654946},
	Isbn = {978-1-4503-3063-3},
	Keywords = {attributed representation, social attributes, video recommendation},
	Location = {Orlando, Florida, USA},
	Numpages = {10},
	Title = {What Videos Are Similar with You?: Learning a Common Attributed Representation for Video Recommendation},
	Url = {http://doi.acm.org/10.1145/2647868.2654946},
	Year = {2014},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2647868.2654946},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2647868.2654946}}

@inproceedings{Wu-2014,
	Acmid = {2623625},
	Author = {Wu, Bin and Zhong, Erheng and Tan, Ben and Horner, Andrew and Yang, Qiang},
	Booktitle = {Proc. of ACM KDD},
	Date-Added = {2015-07-10 16:32:01 +0000},
	Date-Modified = {2015-07-10 16:32:29 +0000},
	Doi = {10.1145/2623330.2623625},
	Isbn = {978-1-4503-2956-9},
	Keywords = {crowdsourcing, temporal and personalized model, topic modeling, video tagging},
	Location = {New York, New York, USA},
	Numpages = {10},
	Title = {Crowdsourced Time-sync Video Tagging Using Temporal and Personalized Topic Modeling},
	Url = {http://doi.acm.org/10.1145/2623330.2623625},
	Year = {2014},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2623330.2623625},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2623330.2623625}}

@inproceedings{Craggs-2014,
	Acmid = {2557249},
	Author = {Craggs, Barnaby and Kilgallon Scott, Myles and Alexander, Jason},
	Booktitle = {Proc. of CHI},
	Date-Added = {2015-07-10 16:21:40 +0000},
	Date-Modified = {2015-07-10 16:22:02 +0000},
	Doi = {10.1145/2556288.2557249},
	Isbn = {978-1-4503-2473-1},
	Keywords = {crowdsourcing, metadata, thumbnails, thumbreels, video, video summarisation, video surrogates},
	Location = {Toronto, Ontario, Canada},
	Numpages = {4},
	Title = {{ThumbReels}: Query Sensitive Web Video Previews Based on Temporal, Crowdsourced, Semantic Tagging},
	Url = {http://doi.acm.org/10.1145/2556288.2557249},
	Year = {2014},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2556288.2557249},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2556288.2557249}}

@inproceedings{Kim-2014,
	Acmid = {2556986},
	Author = {Kim, Juho and Nguyen, Phu Tran and Weir, Sarah and Guo, Philip J. and Miller, Robert C. and Gajos, Krzysztof Z.},
	Booktitle = {Proc. of CHI},
	Date-Added = {2015-07-10 16:17:17 +0000},
	Date-Modified = {2015-07-10 16:17:52 +0000},
	Doi = {10.1145/2556288.2556986},
	Isbn = {978-1-4503-2473-1},
	Keywords = {crowdsourcing, how-to videos, video annotation.},
	Location = {Toronto, Ontario, Canada},
	Numpages = {10},
	Title = {Crowdsourcing Step-by-step Information Extraction to Enhance Existing How-to Videos},
	Url = {http://doi.acm.org/10.1145/2556288.2556986},
	Year = {2014},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2556288.2556986},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2556288.2556986}}

@inproceedings{Cross-2014,
	Acmid = {2531670},
	Author = {Cross, Andrew and Bayyapunedi, Mydhili and Ravindran, Dilip and Cutrell, Edward and Thies, William},
	Booktitle = {Proc. of CSCW},
	Date-Added = {2015-07-10 16:13:56 +0000},
	Date-Modified = {2015-07-10 16:15:37 +0000},
	Doi = {10.1145/2531602.2531670},
	Isbn = {978-1-4503-2540-0},
	Keywords = {crowdsourcing, massive open online course, online education, video annotation, wiki},
	Location = {Baltimore, Maryland, USA},
	Numpages = {9},
	Title = {{VidWiki}: Enabling the Crowd to Improve the Legibility of Online Educational Videos},
	Url = {http://doi.acm.org/10.1145/2531602.2531670},
	Year = {2014},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2531602.2531670},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2531602.2531670}}

@inproceedings{Sulser-2014,
	Acmid = {2660119},
	Author = {Sulser, Fabio and Giangreco, Ivan and Schuldt, Heiko},
	Booktitle = {Proc. of CrowdMM},
	Date-Added = {2015-07-10 15:57:59 +0000},
	Date-Modified = {2015-07-10 15:58:17 +0000},
	Doi = {10.1145/2660114.2660119},
	Isbn = {978-1-4503-3128-9},
	Keywords = {crowdsourcing, multimedia retrieval, sports, video annotation},
	Location = {Orlando, Florida, USA},
	Numpages = {6},
	Title = {Crowd-based Semantic Event Detection and Video Annotation for Sports Videos},
	Url = {http://doi.acm.org/10.1145/2660114.2660119},
	Year = {2014},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2660114.2660119},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2660114.2660119}}

@inproceedings{Xu-2014,
	Acmid = {2660124},
	Author = {Xu, Peng and Larson, Martha},
	Booktitle = {Proc. of CrowdMM},
	Date-Added = {2015-07-10 15:41:36 +0000},
	Date-Modified = {2015-07-10 15:42:01 +0000},
	Doi = {10.1145/2660114.2660124},
	Isbn = {978-1-4503-3128-9},
	Keywords = {crowdsourcing, data set, social video, timed tags},
	Location = {Orlando, Florida, USA},
	Numpages = {6},
	Title = {Users Tagging Visual Moments: Timed Tags in Social Video},
	Url = {http://doi.acm.org/10.1145/2660114.2660124},
	Year = {2014},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2660114.2660124},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2660114.2660124}}

@article{hogan-2010,
	Abstract = {Presentation of self (via Goffman) is becoming increasingly popular as a means for explaining differences in meaning and activity of online participation. This article argues that self-presentation can be split into performances, which take place in synchronous ``situations,'' and artifacts, which take place in asynchronous ``exhibitions.'' Goffman's dramaturgical approach (including the notions of front and back stage) focuses on situations. Social media, on the other hand, frequently employs exhibitions, such as lists of status updates and sets of photos, alongside situational activities, such as chatting. A key difference in exhibitions is the virtual ``curator'' that manages and redistributes this digital content. This article introduces the exhibitional approach and the curator and suggests ways in which this approach can extend present work concerning online presentation of self. It introduces a theory of ``lowest common denominator'' culture employing the exhibitional approach.},
	Author = {Hogan, Bernie},
	Date-Added = {2015-07-08 17:41:52 +0000},
	Date-Modified = {2015-07-08 17:42:23 +0000},
	Doi = {10.1177/0270467610385893},
	Eprint = {http://bst.sagepub.com/content/30/6/377.full.pdf+html},
	Journal = {Bulletin of Science, Technology \& Society},
	Number = {6},
	Pages = {377-386},
	Title = {The Presentation of Self in the Age of Social Media: Distinguishing Performances and Exhibitions Online},
	Url = {http://bst.sagepub.com/content/30/6/377.abstract},
	Volume = {30},
	Year = {2010},
	Bdsk-Url-1 = {http://bst.sagepub.com/content/30/6/377.abstract},
	Bdsk-Url-2 = {http://dx.doi.org/10.1177/0270467610385893}}

@article{rui-2013,
	Author = {Jian Rui and Michael A. Stefanone},
	Date-Added = {2015-07-08 17:40:20 +0000},
	Date-Modified = {2015-07-08 17:43:26 +0000},
	Doi = {http://dx.doi.org/10.1016/j.chb.2012.07.022},
	Issn = {0747-5632},
	Journal = {Computers in Human Behavior},
	Keywords = {Audience},
	Number = {1},
	Pages = {110 - 118},
	Title = {Strategic self-presentation online: A cross-cultural study},
	Url = {http://www.sciencedirect.com/science/article/pii/S0747563212002257},
	Volume = {29},
	Year = {2013},
	Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S0747563212002257},
	Bdsk-Url-2 = {http://dx.doi.org/10.1016/j.chb.2012.07.022}}

@inproceedings{zhao-2014,
	Acmid = {2557291},
	Author = {Zhao, Xuan and Lindley, Si\^{a}n E.},
	Booktitle = {Proc. of CHI},
	Date-Added = {2015-07-08 17:19:44 +0000},
	Date-Modified = {2015-07-10 16:17:50 +0000},
	Doi = {10.1145/2556288.2557291},
	Isbn = {978-1-4503-2473-1},
	Keywords = {archive, exhibition, personal information management},
	Location = {Toronto, Ontario, Canada},
	Numpages = {10},
	Title = {Curation Through Use: Understanding the Personal Value of Social Media},
	Url = {http://doi.acm.org/10.1145/2556288.2557291},
	Year = {2014},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2556288.2557291},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2556288.2557291}}

@inproceedings{chen-2012,
	Acmid = {2396401},
	Author = {Chen, Bisheng and Wang, Jingdong and Huang, Qinghua and Mei, Tao},
	Booktitle = {Proc. of ACM MM},
	Date-Added = {2015-07-08 16:39:24 +0000},
	Date-Modified = {2015-07-08 16:39:43 +0000},
	Doi = {10.1145/2393347.2396401},
	Isbn = {978-1-4503-1089-5},
	Keywords = {personalized video recommendation, tripartite graph},
	Location = {Nara, Japan},
	Numpages = {4},
	Title = {Personalized Video Recommendation Through Tripartite Graph Propagation},
	Url = {http://doi.acm.org/10.1145/2393347.2396401},
	Year = {2012},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2393347.2396401},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2393347.2396401}}

@inproceedings{zhou-2011,
	Acmid = {1996416},
	Author = {Zhou, Renjie and Khemmarat, Samamon and Gao, Lixin and Wang, Huiqiang},
	Booktitle = {Proc. of DBSocial},
	Date-Added = {2015-07-08 16:34:08 +0000},
	Date-Modified = {2015-07-08 16:35:12 +0000},
	Doi = {10.1145/1996413.1996416},
	Isbn = {978-1-4503-0650-8},
	Keywords = {YouTube, recommendation system, video popularity, view propagation},
	Location = {Athens, Greece},
	Numpages = {6},
	Title = {Boosting Video Popularity Through Recommendation Systems},
	Url = {http://doi.acm.org/10.1145/1996413.1996416},
	Year = {2011},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/1996413.1996416},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/1996413.1996416}}

@article{peng-2010,
	Author = {Jiang Peng and Qin Xiaolin},
	Date-Added = {2015-07-06 16:48:23 +0000},
	Date-Modified = {2015-07-06 16:48:58 +0000},
	Doi = {10.1109/MMUL.2009.65},
	Issn = {1070-986X},
	Journal = {IEEE MultiMedia},
	Keywords = {computer vision;video signal processing;keyframe-based video summary;visual attention clues;visual attention index descriptor;visual attention model;keyframe extraction;saliency map;video summarization;visual attention},
	Number = {2},
	Pages = {64-73},
	Title = {Keyframe-Based Video Summary Using Visual Attention Clues},
	Volume = {17},
	Year = {2010},
	Bdsk-Url-1 = {http://dx.doi.org/10.1109/MMUL.2009.65}}

@article{linden-2003,
	Author = {Linden, G. and Smith, B. and York, J.},
	Date-Added = {2015-04-29 13:37:49 +0000},
	Date-Modified = {2015-04-30 17:45:51 +0000},
	Doi = {10.1109/MIC.2003.1167344},
	Issn = {1089-7801},
	Journal = {IEEE Internet Computing},
	Keywords = {Web sites;electronic commerce;information filters;information retrieval;real-time systems;retail data processing;Amazon.com recommendations;Web sites;cluster models;customer interests;demographic data;e-commerce;item-to-item collaborative filtering;massive data sets;online store;product catalog;real-time;recommendation algorithms;search-based methods;Advertising;Aggregates;Clustering algorithms;Collaboration;Demography;Electronic mail;Filtering algorithms;Information filtering;Information filters;Pediatrics},
	Month = {Jan},
	Number = {1},
	Title = {Amazon.com recommendations: item-to-item collaborative filtering},
	Volume = {7},
	Year = {2003},
	Bdsk-Url-1 = {http://dx.doi.org/10.1109/MIC.2003.1167344}}

@inproceedings{sarwar-2001,
	Acmid = {372071},
	Author = {Sarwar, Badrul and Karypis, George and Konstan, Joseph and Riedl, John},
	Booktitle = {Proc. of WWW},
	Date-Added = {2015-04-29 13:35:45 +0000},
	Date-Modified = {2015-04-29 15:27:53 +0000},
	Doi = {10.1145/371920.372071},
	Isbn = {1-58113-348-0},
	Location = {Hong Kong, Hong Kong},
	Numpages = {11},
	Title = {Item-based Collaborative Filtering Recommendation Algorithms},
	Url = {http://doi.acm.org/10.1145/371920.372071},
	Year = {2001},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/371920.372071},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/371920.372071}}

@inproceedings{chatfield-2014,
	Author = {Chatfield, K. and Simonyan, K. and Vedaldi, A. and Zisserman, A.},
	Booktitle = {Proc. of BMVC},
	Date-Added = {2015-04-29 11:14:56 +0000},
	Date-Modified = {2015-04-29 11:14:56 +0000},
	Title = {Return of the Devil in the Details: Delving Deep into Convolutional Nets},
	Year = {2014}}

@article{navalpakkam-2005,
	Abstract = {We propose a computational model for the task-specific guidance of visual attention in real-world scenes. Our model emphasizes four aspects that are important in biological vision: determining task-relevance of an entity, biasing attention for the low-level visual features of desired targets, recognizing these targets using the same low-level features, and incrementally building a visual map of task-relevance at every scene location. Given a task definition in the form of keywords, the model first determines and stores the task-relevant entities in working memory, using prior knowledge stored in long-term memory. It attempts to detect the most relevant entity by biasing its visual attention system with the entity's learned low-level features. It attends to the most salient location in the scene, and attempts to recognize the attended object through hierarchical matching against object representations stored in long-term memory. It updates its working memory with the task-relevance of the recognized entity and updates a topographic task-relevance map with the location and relevance of the recognized entity. The model is tested on three types of tasks: single-target detection in 343 natural and synthetic images, where biasing for the target accelerates target detection over two-fold on average; sequential multiple-target detection in 28 natural images, where biasing, recognition, working memory and long term memory contribute to rapidly finding all targets; and learning a map of likely locations of cars from a video clip filmed while driving on a highway. The model's performance on search for single features and feature conjunctions is consistent with existing pyschophysical data. These results of our biologically-motivated architecture suggest that the model may provide a reasonable approximation to many brain processes involved in complex task-driven visual behaviors.},
	Author = {V. Navalpakkam and L. Itti},
	Date-Added = {2015-04-29 10:52:55 +0000},
	Date-Modified = {2015-04-30 17:45:27 +0000},
	File = {http://iLab.usc.edu/publications/doc/Navalpakkam_Itti05vr.pdf},
	If = {2003 impact factor: 1.958},
	Journal = {Vision Research},
	Keywords = {Attention ; top-down ; bottom-up ; object detection ; recognition ; task-relevance ; scene analysis},
	Number = {2},
	Title = {Modeling the influence of task on attention},
	Type = {bu ; td ; mod ; sc},
	Volume = {45},
	Year = {2005}}

@article{walther-2006,
	Author = {Dirk Walther and Christof Koch},
	Date-Added = {2015-04-29 10:51:27 +0000},
	Date-Modified = {2015-04-30 17:45:33 +0000},
	Doi = {http://dx.doi.org/10.1016/j.neunet.2006.10.001},
	Issn = {0893-6080},
	Journal = {Neural Networks},
	Keywords = {Attention model},
	Note = {Brain and Attention Brain and Attention},
	Number = {9},
	Title = {Modeling attention to salient proto-objects},
	Url = {http://www.sciencedirect.com/science/article/pii/S0893608006002152},
	Volume = {19},
	Year = {2006},
	Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S0893608006002152},
	Bdsk-Url-2 = {http://dx.doi.org/10.1016/j.neunet.2006.10.001}}

@inproceedings{schelter2012,
	Author = {Schelter, Sebastian and Owen, Sean},
	Booktitle = {Proc. of ACM RecSys Challenge},
	Date-Added = {2013-07-10 17:21:41 +0000},
	Date-Modified = {2013-07-10 17:36:32 +0000},
	Title = {Collaborative Filtering with {Apache} {Mahout}},
	Year = {2012}}

@article{Ma2013,
	Author = {Ma, Xiaoqiang and Wang, Haiyang and Li, Haitao and Liu, Jiangchuan and Jiang, Hongbo},
	Date-Added = {2013-07-09 13:34:36 +0000},
	Date-Modified = {2015-04-30 17:45:38 +0000},
	Doi = {10.1007/s00530-013-0309-1},
	Issn = {0942-4962},
	Journal = {Multimedia Systems},
	Keywords = {Video recommendation; Social media; Social similarity},
	Language = {English},
	Publisher = {Springer-Verlag},
	Title = {Exploring sharing patterns for video recommendation on {YouTube}-like social media},
	Url = {http://dx.doi.org/10.1007/s00530-013-0309-1},
	Year = 2013,
	Bdsk-Url-1 = {http://dx.doi.org/10.1007/s00530-013-0309-1}}

@article{Wang2013,
	Author = {Wang, Zengkai and Yu, Junqing and He, Yunfeng and Guan, Tao},
	Date-Modified = {2015-04-30 17:45:36 +0000},
	Doi = {10.1007/s11042-013-1619-1},
	Issn = {1380-7501},
	Journal = {Multimedia Tools and Applications},
	Keywords = {Affection arousal model; Highlight extraction; Soccer video analysis; Event detection},
	Language = {English},
	Number = {1},
	Publisher = {Springer US},
	Title = {Affection arousal based highlight extraction for soccer video},
	Url = {http://dx.doi.org/10.1007/s11042-013-1619-1},
	Volume = {73},
	Year = {2014},
	Bdsk-Url-1 = {http://dx.doi.org/10.1007/s11042-013-1619-1}}

@article{itti1998,
	Author = {Itti, L. and Koch, C. and Niebur, E.},
	Date-Modified = {2015-04-30 17:45:41 +0000},
	Doi = {10.1109/34.730558},
	Issn = {0162-8828},
	Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
	Keywords = {computer vision;feature extraction;image recognition;neural nets;target tracking;dynamical neural network;feature extraction;rapid scene analysis;saliency;scene understanding;target detection;topographical saliency map;visual attention;visual search;Biological system modeling;Brain modeling;Computer architecture;Feature extraction;Hardware;Image analysis;Layout;Neural networks;Object detection;Visual system},
	Number = {11},
	Title = {A model of saliency-based visual attention for rapid scene analysis},
	Volume = {20},
	Year = {1998},
	Bdsk-Url-1 = {http://dx.doi.org/10.1109/34.730558}}

@inproceedings{KrizhevskySH12,
	Author = {Alex Krizhevsky and Sutskever, Ilya and Geoffrey E. Hinton},
	Booktitle = {Proc. of NIPS},
	Date-Modified = {2015-04-30 14:39:45 +0000},
	Title = {ImageNet Classification with Deep Convolutional Neural Networks},
	Url = {http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf},
	Year = {2012},
	Bdsk-Url-1 = {http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf}}

@inproceedings{Cunningham2002,
	Author = {Hamish Cunningham and Diana Maynard and Kalina Bontcheva and Valentin Tablan},
	Booktitle = {Proc. of ACL},
	Date-Added = {2013-03-08 15:13:38 +0000},
	Date-Modified = {2013-03-08 15:13:57 +0000},
	Title = {{GATE: A Framework and Graphical Development Environment for Robust NLP Tools and Applications}},
	Year = 2002}

@inproceedings{Milne2008b,
	Author = {Milne, David and Witten, Ian H.},
	Booktitle = {Proc. of ACM CIKM},
	Date-Added = {2013-03-08 15:07:39 +0000},
	Date-Modified = {2013-03-08 15:15:05 +0000},
	Doi = {10.1145/1458082.1458150},
	Isbn = {978-1-59593-991-3},
	Keywords = {data mining, semantic annotation, wikipedia, word sense disambiguation},
	Title = {Learning to link with {W}ikipedia},
	Url = {http://doi.acm.org/10.1145/1458082.1458150},
	Year = {2008},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/1458082.1458150},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/1458082.1458150}}

@article{Milne2013,
	Author = {David Milne and Ian H. Witten},
	Date-Added = {2013-03-06 17:09:26 +0000},
	Date-Modified = {2015-04-30 17:46:01 +0000},
	Doi = {10.1016/j.artint.2012.06.007},
	Issn = {0004-3702},
	Journal = {Artificial Intelligence},
	Title = {An open-source toolkit for mining {W}ikipedia},
	Url = {http://www.sciencedirect.com/science/article/pii/S000437021200077X},
	Volume = {194},
	Year = {2013},
	Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S000437021200077X},
	Bdsk-Url-2 = {http://dx.doi.org/10.1016/j.artint.2012.06.007}}

@article{tian2010social,
	Author = {Tian, Y. and Srivastava, J. and Huang, T. and Contractor, N.},
	Date-Added = {2012-11-26 22:34:35 +0000},
	Date-Modified = {2013-03-06 10:31:18 +0000},
	Journal = {Computer},
	Number = {8},
	Title = {Social multimedia computing},
	Volume = {43},
	Year = {2010}}

@inproceedings{Milne2008,
	Author = {Milne, David and Witten, I. H.},
	Booktitle = {Proc. of AAAI WIKIAI},
	Date-Added = {2012-11-26 21:40:23 +0100},
	Date-Modified = {2013-03-08 15:15:58 +0000},
	Title = {An effective, low-cost measure of semantic relatedness obtained from {W}ikipedia links},
	Year = {2008}}

@article{Mobasher2007,
	Author = {Mobasher, Bamshad},
	Date-Added = {2012-11-26 12:52:48 +0100},
	Date-Modified = {2015-04-30 17:45:30 +0000},
	Journal = {The adaptive web},
	Title = {Data mining for web personalization},
	Year = {2007}}

@inproceedings{Breese1998,
	Acmid = {2074100},
	Address = {San Francisco, CA, USA},
	Author = {Breese, John S. and Heckerman, David and Kadie, Carl},
	Booktitle = {Proc. of UAI},
	Date-Modified = {2015-04-28 18:03:05 +0000},
	Isbn = {1-55860-555-X},
	Location = {Madison, Wisconsin},
	Numpages = {10},
	Pages = {43--52},
	Publisher = {Morgan Kaufmann Publishers Inc.},
	Series = {UAI'98},
	Title = {Empirical analysis of predictive algorithms for collaborative filtering},
	Url = {http://dl.acm.org/citation.cfm?id=2074094.2074100},
	Year = {1998},
	Bdsk-Url-1 = {http://dl.acm.org/citation.cfm?id=2074094.2074100}}

@inproceedings{Zhou2010,
	Author = {Zhou, Renjie and Khemmarat,Samamon and Gao,Lixin},
	Booktitle = {Proc. of ACM SIGCOMM IMC},
	Date-Added = {2012-11-26 12:50:27 +0100},
	Date-Modified = {2013-03-06 17:56:13 +0000},
	Title = {The impact of {YouTube} recommendation system on video views},
	Year = {2010}}

@inproceedings{Yang2007,
	Author = {Yang, Bo and Mei,Tao and Hua,Xian-Sheng and Yang,Linjun and Yang,Shi-Qiang and Li,Mingjing},
	Booktitle = {Proc. of ACM CIVR},
	Date-Added = {2012-11-26 12:49:34 +0100},
	Date-Modified = {2013-03-06 10:29:53 +0000},
	Title = {Online video recommendation based on multimodal fusion and relevance feedback},
	Year = {2007}}

@inproceedings{Yang2011,
	Author = {Yang,Shuang-Hong and Long,Bo and Smola, Alex and Sadagopan, Narayanan and Zheng, Zhaohui and Zha, Hongyuan},
	Booktitle = {Proc. of WWW},
	Date-Added = {2012-11-26 12:48:26 +0100},
	Date-Modified = {2013-03-06 11:35:22 +0000},
	Title = {Like like alike: joint friendship and interest propagation in social networks},
	Year = {2011}}

@inproceedings{Sinha2001,
	Author = {Sinha, Rashmi R. and Swearingen, Kirsten},
	Booktitle = {Proc. of Delos-NSF WPRSDL},
	Date-Added = {2012-11-26 12:47:29 +0100},
	Date-Modified = {2013-03-06 11:34:54 +0000},
	Title = {Comparing Recommendations Made by Online Systems and Friends},
	Year = {2001}}

@article{Park2011,
	Author = {Park, Jonghun and Lee,Sang-Jin and Lee,Sung-Jun and Kim, Kwanho and Chung,Beom-Suk and Lee,Yong-Ki},
	Date-Added = {2012-11-26 12:45:57 +0100},
	Date-Modified = {2013-03-06 10:30:28 +0000},
	Journal = {IEEE Multimedia},
	Number = {1},
	Title = {Online Video Recommendation through Tag-Cloud Aggregation},
	Volume = {18},
	Year = {2011}}

@article{McPherson2001,
	Author = {McPherson, Miller and Smith-Lovin,Lynn and Cook,James M.},
	Date-Added = {2012-11-26 12:45:08 +0100},
	Date-Modified = {2013-07-09 13:58:59 +0000},
	Journal = {Annual Review of Sociology},
	Title = {Birds of a feather: Homophily in social networks},
	Volume = {27},
	Year = {2001}}

@article{Mei2011,
	Author = {Mei,Tao and Yang, Bo and Hua,Xian-Sheng and Li, Shipeng},
	Date-Added = {2012-11-26 12:43:59 +0100},
	Date-Modified = {2015-04-28 18:08:08 +0000},
	Journal = {ACM Transactions on Information Systems},
	Number = {2},
	Title = {Contextual Video Recommendation by Multimodal Relevance and User Feedback},
	Volume = {29},
	Year = {2011}}

@article{Li2008,
	Author = {Li,Q. and Lu,S.C.},
	Date-Added = {2012-11-26 12:42:54 +0100},
	Date-Modified = {2015-04-30 17:45:46 +0000},
	Journal = {IEEE Multimedia},
	Number = {3},
	Title = {Collaborative Tagging Applications and Approaches},
	Volume = {15},
	Year = {2008}}

@inproceedings{Guy2010,
	Author = {Guy, Ido and Zwerdling, Naama and Ronen, Inbal and Carmel, David and Uziel, Erel},
	Booktitle = {Proc. of ACM SIGIR},
	Date-Added = {2012-11-26 12:41:06 +0100},
	Date-Modified = {2013-03-06 11:27:49 +0000},
	Title = {Social media recommendation based on people and tags},
	Year = {2010}}

@inproceedings{Golbeck2006,
	Author = {Golbeck,Jennifer},
	Booktitle = {Proc. of ICTM},
	Date-Added = {2012-11-26 12:39:40 +0100},
	Date-Modified = {2013-03-06 11:22:40 +0000},
	Title = {Generating predictive movie recommendations from trust in social networks},
	Year = {2006}}

@article{Davis2009,
	Author = {Davis,S.J. and Burnett,I.S. and Ritz,C.H.},
	Date-Added = {2012-11-26 12:38:41 +0100},
	Date-Modified = {2015-04-30 17:45:43 +0000},
	Journal = {IEEE MultiMedia},
	Number = {4},
	Title = {Using Social Networking and Collections to Enable Video Semantics Acquisition},
	Volume = {16},
	Year = {2009}}

@inproceedings{Davidson2010,
	Author = {Davidson, James and Liebald, Benjamin and Liu, Junning and Nandy, Palash and Van Vleet, Taylor and Gargi, Ullas and Gupta, Sujoy and He,Yu and Lambert,Mike and Livingston,Blake and Sampath,Dasarathi},
	Booktitle = {Proc. of ACM RecSys},
	Date-Added = {2012-11-26 12:36:57 +0100},
	Date-Modified = {2013-03-06 16:54:12 +0000},
	Title = {The {YouTube} video recommendation system},
	Year = {2010}}

@inproceedings{Cherubini2009,
	Author = {Cherubini, M. and de Oliveira, R. and Oliver, N.},
	Booktitle = {Proc. of ACM MM},
	Date-Added = {2012-11-26 12:36:00 +0100},
	Date-Modified = {2013-03-06 10:30:58 +0000},
	Title = {Understanding near-duplicate videos: a user-centric approach},
	Year = {2009}}

@inproceedings{Cai2010,
	Author = {Cai, Xiongcai and Bain, Michael and Krzywicki, Alfred and Wobcke, Wayne and Kim, Yang Sok and Compton, Paul and Mahidadia, Ashesh},
	Booktitle = {Proc. of ACAI},
	Date-Added = {2012-11-26 12:34:47 +0100},
	Date-Modified = {2013-03-06 11:21:50 +0000},
	Title = {Collaborative Filtering for People to People Recommendation in Social Networks},
	Year = {2010}}

@article{Bonhard2006,
	Author = {Bonhard,P and Sasse,M. A.},
	Date-Added = {2012-11-26 12:33:16 +0100},
	Date-Modified = {2013-03-06 11:22:12 +0000},
	Journal = {BT Technology Journal},
	Number = {3},
	Title = {Knowing Me, Knowing You - Using Profiles and Social Networking to Improve Recommender Systems},
	Volume = {25},
	Year = {2006}}

@inproceedings{Bertini2012,
	Author = {Bertini,Marco and Del Bimbo,Alberto and Ferracani,Andrea and Pezzatini,Daniele},
	Booktitle = {Proc. of WWW},
	Date-Added = {2012-11-26 12:30:50 +0100},
	Date-Modified = {2013-03-06 10:31:43 +0000},
	Title = {A social network for video annotation and discovery based on semantic profiling},
	Year = {2012}}

@article{bowman:reasoning,
	Author = {Bowman, Mic and Debray, Saumya K. and Peterson, Larry L.},
	Date-Modified = {2015-04-30 17:46:09 +0000},
	Journal = {ACM Transactions on Programming Languages and Systems (TOPLAS)},
	Number = {5},
	Title = {Reasoning About Naming Systems},
	Volume = {15},
	Year = {1993}}

@article{herlihy:methodology,
	Author = {Herlihy, Maurice},
	Date-Modified = {2015-04-30 17:46:05 +0000},
	Journal = {ACM Transactions on Programming Languages and Systems (TOPLAS)},
	Number = {5},
	Title = {A Methodology for Implementing Highly Concurrent Data Objects},
	Volume = {15},
	Year = {1993}}

@article{Gentile12,
	Abstract = {Millions of people use social networking sites (SNSs), but it is unclear how these sites shape personality traits and identity. In Experiment 1, college students were randomly assigned to either edit their MySpace page or complete a control task online (interacting with Google Maps). Those who focused on their MySpace page scored significantly higher on the Narcissistic Personality Inventory (NPI) than a control group. In Experiment 2, those who focused on their Facebook page scored significantly higher in general self-esteem, but not narcissism, than a control group. Thus, spending time on \{SNSs\} profiles causes young people to endorse more positive self-views, although the specific form this takes depends on the site. Consistent with previous research, narcissism was associated with a larger number of \{SNSs\} ``friends'' in both experiments. },
	Author = {Brittany Gentile and Jean M. Twenge and Elise C. Freeman and W. Keith Campbell},
	Date-Modified = {2015-04-30 17:45:54 +0000},
	Doi = {http://dx.doi.org/10.1016/j.chb.2012.05.012},
	Issn = {0747-5632},
	Journal = {Computers in Human Behavior},
	Keywords = {Identity},
	Number = {5},
	Title = {The effect of social networking websites on positive self-views: An experimental investigation},
	Url = {http://www.sciencedirect.com/science/article/pii/S0747563212001409},
	Volume = {28},
	Year = {2012},
	Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S0747563212001409},
	Bdsk-Url-2 = {http://dx.doi.org/10.1016/j.chb.2012.05.012}}

@inproceedings{bertini-2013,
	Acmid = {2509924},
	Author = {Bertini, Marco and Del Bimbo, Alberto and Ferracani, Andrea and Gelli, Francesco and Maddaluno, Daniele and Pezzatini, Daniele},
	Booktitle = {Proc. of WSAM},
	Date-Modified = {2015-04-29 15:36:14 +0000},
	Doi = {10.1145/2509916.2509924},
	Isbn = {978-1-4503-2394-9},
	Keywords = {social video recommendation, social video tagging},
	Location = {Barcelona, Spain},
	Numpages = {6},
	Title = {Socially-aware Video Recommendation Using Users' Profiles and Crowdsourced Annotations},
	Url = {http://doi.acm.org/10.1145/2509916.2509924},
	Year = {2013},
	Bdsk-Url-1 = {http://doi.acm.org/10.1145/2509916.2509924},
	Bdsk-Url-2 = {http://dx.doi.org/10.1145/2509916.2509924}}

@incollection{robillard2014,
	Author = {Felfernig, Alexander and Jeran, Michael and Ninaus, Gerald and Reinfrank, Florian and Reiterer, Stefan and Stettinger, Martin},
	Booktitle = {Recommendation Systems in Software Engineering},
	Date-Modified = {2016-02-05 18:02:38 +0000},
	Doi = {10.1007/978-3-642-45135-5_2},
	Isbn = {978-3-642-45134-8},
	Language = {English},
	Pages = {15-37},
	Publisher = {Springer},
	Title = {Basic Approaches in Recommendation Systems},
	Url = {http://dx.doi.org/10.1007/978-3-642-45135-5_2},
	Year = {2014},
	Bdsk-Url-1 = {http://dx.doi.org/10.1007/978-3-642-45135-5_2}}

@article{morris2013,
	Author = {Morris, RC},
	Journal = {Current Research in Social Psychology},
	Number = {8},
	Pages = {23--36},
	Title = {Identity Salience and Identity Importance in Identity Theory},
	Volume = {21},
	Year = {2013}}

@article{marwick2011,
	Author = {Marwick, Alice E and Boyd, Danah M.},
	Date-Modified = {2015-07-10 16:02:09 +0000},
	Journal = {New media \& society},
	Number = {1},
	Pages = {114--133},
	Publisher = {SAGE Publications},
	Title = {I tweet honestly, I tweet passionately: Twitter users, context collapse, and the imagined audience},
	Volume = {13},
	Year = {2011}}

@article{lin2011intention,
	Author = {Lin, Kuan-Yu and Lu, Hsi-Peng},
	Date-Modified = {2016-02-05 18:06:04 +0000},
	Journal = {Cyberpsychology, Behavior, and Social Networking},
	Number = {10},
	Pages = {565--570},
	Publisher = {Mary Ann Liebert, Inc. 140 Huguenot Street, 3rd Floor New Rochelle, NY 10801 USA},
	Title = {Intention to continue using {Facebook} fan pages from the perspective of social capital theory},
	Volume = {14},
	Year = {2011}}

@inproceedings{huang2013,
	Author = {Huang, Fei-Hui},
	Booktitle = {Proc. of OCSC},
	Date-Modified = {2016-02-05 18:03:34 +0000},
	Doi = {10.1007/978-3-642-39371-6_4},
	Isbn = {978-3-642-39370-9},
	Keywords = {User?s motivation; Social networking sites; User-Web interaction; Virtual brand communities},
	Language = {English},
	Title = {Motivations of {Facebook} Users for Responding to Posts on a Community Page},
	Url = {http://dx.doi.org/10.1007/978-3-642-39371-6_4},
	Year = {2013},
	Bdsk-Url-1 = {http://dx.doi.org/10.1007/978-3-642-39371-6_4}}

@article{barbier2012maximizing,
	Author = {Barbier, Geoffrey and Zafarani, Reza and Gao, Huiji and Fung, Gabriel and Liu, Huan},
	Journal = {Computational and Mathematical Organization Theory},
	Number = {3},
	Pages = {257--279},
	Publisher = {Springer},
	Title = {Maximizing benefits from crowdsourced data},
	Volume = {18},
	Year = {2012}}

@article{howe2006rise,
	Author = {Howe, Jeff},
	Journal = {Wired magazine},
	Number = {6},
	Pages = {1--4},
	Title = {The rise of crowdsourcing},
	Volume = {14},
	Year = {2006}}

@inproceedings{agarwal2008identifying,
	Author = {Agarwal, Nitin and Liu, Huan and Tang, Lei and Yu, Philip S},
	Booktitle = {Proc. of WSDM},
	Date-Modified = {2016-02-05 18:01:23 +0000},
	Title = {Identifying the influential bloggers in a community},
	Year = {2008}}

@article{van2013you,
	Author = {Van Dijck, Jos{\'e}},
	Date-Modified = {2016-02-05 18:08:03 +0000},
	Journal = {Media, Culture \& Society},
	Number = {2},
	Pages = {199--215},
	Publisher = {SAGE Publications},
	Title = {`{You} have one identity': performing the self on {Facebook} and {LinkedIn}},
	Volume = {35},
	Year = {2013}}

@incollection{garde2009mymemories,
	Author = {Garde-Hansen, Joanne},
	Booktitle = {Save As...Digital Memories. },
	Date-Modified = {2016-02-05 18:04:59 +0000},
	Pages = {135--150},
	Publisher = {Palgrave Macmillan},
	Title = {MyMemories?: Personal digital archive fever and Facebook},
	Year = {2009}}

@article{boyd2008none,
	Author = {Boyd, Danah},
	Publisher = {Social Science Research Council},
	Title = {None of this is real},
	Year = {2008}}

@article{nadkarni2012people,
	Author = {Nadkarni, Ashwini and Hofmann, Stefan G},
	Journal = {Personality and individual differences},
	Number = {3},
	Pages = {243--249},
	Publisher = {Elsevier},
	Title = {Why do people use Facebook?},
	Volume = {52},
	Year = {2012}}

@article{seidman2013self,
	Author = {Seidman, Gwendolyn},
	Journal = {Personality and Individual Differences},
	Number = {3},
	Pages = {402--407},
	Publisher = {Elsevier},
	Title = {Self-presentation and belonging on Facebook: How personality influences social media use and motivations},
	Volume = {54},
	Year = {2013}}

@article{de2012popularity,
	Author = {De Vries, Lisette and Gensler, Sonja and Leeflang, Peter SH},
	Journal = {Journal of Interactive Marketing},
	Number = {2},
	Pages = {83--91},
	Publisher = {Elsevier},
	Title = {Popularity of brand posts on brand fan pages: an investigation of the effects of social media marketing},
	Volume = {26},
	Year = {2012}}

@article{guo:crowdsensing,
	Author = {Guo, Bin and Chen, Chao and Zhang, Daqing and Yu, Zhiwen and Chin, Alvin},
	Citeulike-Article-Id = {13579543},
	Citeulike-Linkout-0 = {http://www.ayu.ics.keio.ac.jp/\~{}bingo/research/MCSC-Final.pdf},
	Journal = {IEEE Communications Magazine},
	Keywords = {crowdsensing, epfl\_mobility, participatory-sensing, social-media, uses\_crawdad\_data},
	Posted-At = {2015-04-11 10:47:06},
	Priority = {2},
	Title = {{Mobile Crowd Sensing and Computing: When Participatory Sensing Meets Participatory Social Media}},
	Url = {http://www.ayu.ics.keio.ac.jp/\~{}bingo/research/MCSC-Final.pdf},
	Year = {2015},
	Bdsk-Url-1 = {http://www.ayu.ics.keio.ac.jp/%5C~%7B%7Dbingo/research/MCSC-Final.pdf}}

@article{burke2006participatory,
	Author = {Burke, Jeffrey A and Estrin, Deborah and Hansen, Mark and Parker, Andrew and Ramanathan, Nithya and Reddy, Sasank and Srivastava, Mani B},
	Journal = {Center for Embedded Network Sensing},
	Title = {Participatory sensing},
	Year = {2006}}

@book{roy2001design,
	Author = {Roy, Ranjit K},
	Publisher = {John Wiley \& Sons},
	Title = {Design of experiments using the Taguchi approach: 16 steps to product and process improvement},
	Year = {2001}}

@article{kohavi2009controlled,
	Author = {Kohavi, Ron and Longbotham, Roger and Sommerfield, Dan and Henne, Randal M},
	Journal = {Data mining and knowledge discovery},
	Number = {1},
	Pages = {140--181},
	Publisher = {Springer},
	Title = {Controlled experiments on the web: survey and practical guide},
	Volume = {18},
	Year = {2009}}

%% end ONLINE recomm
