thesis.bib

@misc{uci-thesis-latex,
  title = {{LaTeX template for thesis and dissertation documents at UC Irvine}},
  author = {Otten, Lars},
  year = 2012,
  howpublished = {\url{https://github.com/lotten/uci-thesis-latex/}}
}
  
@ARTICLE{flickr:cameras,
	TITLE = "http://www.flickr.com/cameras/",
    MONTH = "October",
	YEAR = {2011}	}

@ARTICLE{exif:standard,
	TITLE = "http://www.exif.org/specifications.html",
}

@misc{wiki:spanishconquest,
  howpublished = {\url{http://en.wikipedia.org/wiki/Spanish_conquest_of_the_Inca_Empire}}
}

@article{prud2008sparql,
  title={SPARQL query language for RDF},
  author={Prud’Hommeaux, Eric and Seaborne, Andy and others},
  journal={W3C recommendation},
  volume={15},
  year={2008}
}

@article{classmexer,
  author = {Coffey, Neil}, 
  TITLE = {http://www.javamex.com/classmexer/}
}

@ARTICLE{esri:tigerline,
TITLE = "http://www.esri.com/data/download/census2000-tigerline"
}

@ARTICLE{stanford:snap,
TITLE = "http://snap.stanford.edu/data"
}

@ARTICLE{fsu:spatial,
TITLE = "http://www.cs.fsu.edu/~lifeifei/SpatialDataset.htm"
}

@ARTICLE{cloudmade:download, 
TITLE = "http://downloads.cloudmade.com"
}


@ARTICLE{osm:taxonomy,
TITLE = "http://wiki.openstreetmap.org/wiki/Tags"
}

@ARTICLE{upcoming:api,
	TITLE = "http://upcoming.yahoo.com/services/api/"
}

@ARTICLE{instagram:stats,
    TITLE = "http://techcrunch.com/2011/08/03/instagram-150-million/"
}

@ARTICLE{picasaweb,
	TITLE = "https://picasaweb.google.com/home"
}

@ARTICLE{iphoto,
	TITLE = "http://www.apple.com/ilife/iphoto/"
}

@ARTICLE{facebook:stats,
	TITLE = "http://www.facebook.com/press/info.php?statistics"
}
@inproceedings{ringel2003milestones,
  title={Milestones in time: The value of landmarks in retrieving 
           information from personal stores},
  author={Ringel, M. and Cutrell, E. and Dumais, S. and Horvitz, E.},
  booktitle={Human-computer interaction: INTERACT'03; IFIP TC13 International Conference on Human-Computer Interaction, 1st-5th September 2003, Zurich, Switzerland},
  year={2003},
  organization={Ios Pr Inc}
}

@inproceedings{henter2012tag,
  title={Tag suggestion on youtube by personalizing content-based auto-annotation},
  author={Henter, Dominik and Borth, Damian and Ulges, Adrian},
  booktitle={Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia},
  pages={41--46},
  year={2012},
  organization={ACM}
}

@inproceedings{li2012fusing,
  title={Fusing concept detection and geo context for visual search},
  author={Li, Xirong and Snoek, Cees GM and Worring, Marcel and Smeulders, Arnold WM},
  booktitle={Proceedings of the 2nd ACM International Conference on Multimedia Retrieval},
  pages={4},
  year={2012},
  organization={ACM}
}

@inproceedings{sakaki2010earthquake,
  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{sawant2011automatic,
  title={Automatic image semantic interpretation using social action and tagging data},
  author={Sawant, N. and Li, J. and Wang, J.Z.},
  journal={Multimedia Tools and Applications},
  year={2011},
  publisher={Springer}
}


@article{mathes2004folksonomies,
  title={Folksonomies-cooperative classification and communication through shared metadata},
  author={Mathes, A.},
  journal={Computer Mediated Communication},
  volume={47},
  number={10},
  year={2004},
  publisher={December 2004}
}


@inproceedings{van2004social,
  title={From ``what?" to ``why?": the social uses of personal photos},
  author={Van House, N. and Davis, M. and Takhteyev, Y. and Good, N. and Wilhelm, A. and Finn, M.},
  booktitle={Proceedings of the CSCW'04},
  year={2004},
  organization={Citeseer}
}

@phdthesis{naaman2005leveraging,
  title={Leveraging geo-referenced digital photographs},
  author={Naaman, M.},
  year={2005},
  school={Citeseer}
}

@inproceedings{naaman2005identity,
  title={Leveraging context to resolve identity in photo albums},
  author={Naaman, M. and Yeh, R.B. and Garcia-Molina, H. and Paepcke, A.},
  booktitle={Digital Libraries, 2005. JCDL'05. Proceedings of the 5th ACM/IEEE-CS Joint Conference on},
  year={2005},
  organization={IEEE}
}

@article{rattenbury2009methods,
  title={Methods for extracting place semantics from Flickr tags},
  author={Rattenbury, T. and Naaman, M.},
  journal={ACM Transactions on the Web (TWEB)},
  volume={3},
  number={1},
  year={2009},
  publisher={ACM}
}

@inproceedings{boll2007semantics,
  title={Semantics, content, and structure of many for the creation of personal photo albums},
  author={Boll, Susanne and Sandhaus, Philipp and Scherp, Ansgar and Westermann, Utz},
  booktitle={Proceedings of the 15th international conference on Multimedia},
  pages={641--650},
  year={2007},
  organization={ACM}
}

@article{kindberg2005ubiquitous,
  title={The ubiquitous camera: An in-depth study of camera phone use},
  author={Kindberg, Tim and Spasojevic, Mirjana and Fleck, Rowanne and Sellen, Abigail},
  journal={Pervasive Computing, IEEE},
  volume={4},
  number={2},
  pages={42--50},
  year={2005},
  publisher={IEEE}
}

@inproceedings{ames2007we,
  title={Why we tag: motivations for annotation in mobile and online media},
  author={Ames, M. and Naaman, M.},
  booktitle={Proceedings of the SIGCHI conference on Human factors in computing systems},
  year={2007},
  organization={ACM}
}

@inproceedings{frohlich2002requirements,
  title={Requirements for photoware},
  author={Frohlich, D. and Kuchinsky, A. and Pering, C. and Don, A. and Ariss, S.},
  booktitle={Proceedings of the 2002 ACM conference on Computer supported cooperative work},
  year={2002},
  organization={ACM}
}

@inproceedings{jain2010content,
  title={Content without context is meaningless},
  author={Jain, R. and Sinha, P.},
  booktitle={Proceedings of the international conference on Multimedia},
  year={2010},
  organization={ACM}
}

@article{datta2008image,
  title={Image retrieval: Ideas, influences, and trends of the new age},
  author={Datta, R. and Joshi, D. and Li, J. and Wang, J.Z.},
  journal={ACM Computing Surveys (CSUR)},
  volume={40},
  number={2},
  year={2008},
  publisher={ACM}
}

@article{rafatiradcomposing,
  title={Composing Events},
  author={Rafatirad, S. and Gupta, A. and Jain, R.}
}


@inproceedings{miller2000novel,
  title={A novel use of statistical parsing to extract information from text},
  author={Miller, S. and Fox, H. and Ramshaw, L. and Weischedel, R.},
  booktitle={Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference},
  year={2000},
  organization={Morgan Kaufmann Publishers Inc.}
}

@article{conway2000construction,
  title={The construction of autobiographical memories in the self-memory system.},
  author={Conway, M.A. and Pleydell-Pearce, C.W.},
  journal={Psychological Review},
  volume={107},
  number={2},
  year={2000},
  publisher={American Psychological Association}
}

@article{gupta2011managing,
  title={Managing Event Information: Modeling, Retrieval, and Applications},
  author={Gupta, A. and Jain, R.},
  journal={Synthesis Lectures on Data Management},
  volume={3},
  number={4},
  year={2011},
  publisher={Morgan \& Claypool Publishers}
}

@article{westermann2007toward,
  title={Toward a common event model for multimedia applications},
  author={Westermann, Utz and Jain, Ramesh},
  journal={Multimedia, IEEE},
  volume={14},
  number={1},
  pages={19--29},
  year={2007},
  publisher={IEEE}
}

@book{bell2010total,
  title={Total recall},
  author={Bell, C Gordon and Gemmell, Jim and Rosson, Christophe},
  year={2010},
  publisher={Dutton}
}

@inproceedings{gemmell2002mylifebits,
  title={MyLifeBits: fulfilling the Memex vision},
  author={Gemmell, J. and Bell, G. and Lueder, R. and Drucker, S. and Wong, C.},
  booktitle={Proceedings of the tenth ACM international conference on Multimedia},
  year={2002},
  organization={ACM}
}

@inproceedings{dumais2003stuff,
  title={Stuff I've seen: a system for personal information retrieval and re-use},
  author={Dumais, S. and Cutrell, E. and Cadiz, J.J. and Jancke, G. and Sarin, R. and Robbins, D.C.},
  booktitle={Proceedings of the 26th ACM SIGIR conference on Research and development in Informaion Retrieval},
  year={2003},
  organization={ACM}
}

@inproceedings{xiao2010sun,
  title={Sun database: Large-scale scene recognition from abbey to zoo},
  author={Xiao, J. and Hays, J. and Ehinger, K.A. and Oliva, A. and Torralba, A.},
  booktitle={Computer vision and pattern recognition (CVPR), 2010 IEEE conference on},
  year={2010},
  organization={IEEE}
}

@inproceedings{dalal2005histograms,
  title={Histograms of oriented gradients for human detection},
  author={Dalal, N. and Triggs, B.},
  booktitle={Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society Conference on},
  volume={1},
  organization={IEEE}
}

@article{shakhnarovich2011face,
  title={Face recognition in subspaces},
  author={Shakhnarovich, G. and Moghaddam, B.},
  journal={Handbook of Face Recognition},
  year={2011},
  publisher={Springer}
}

@inproceedings{hays2008im2gps,
  title={IM2GPS: estimating geographic information from a single image},
  author={Hays, J. and Efros, A.A.},
  booktitle={Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on},
  year={2008},
  organization={Ieee}
}

@inproceedings{barthelmess2007toward,
  title={Toward content-aware multimodal tagging of personal photo collections},
  author={Barthelmess, P. and Kaiser, E. and McGee, D.R.},
  booktitle={Proceedings of the 9th international conference on Multimodal interfaces},
  year={2007},
  organization={ACM}
}



@inproceedings{pedronette2011exploiting,
  title={Exploiting contextual spaces for image re-ranking and rank aggregation},
  author={Pedronette, D.C.G. and Torres, R.S.},
  booktitle={Proceedings of the 1st ACM International Conference on Multimedia Retrieval},
  year={2011},
  organization={ACM}
}

@article{chen2000survey,
  title={A survey of context-aware mobile computing research},
  author={Chen, G. and Kotz, D.},
  year={2000},
  publisher={Technical Report TR2000-381, Dept. of Computer Science, Dartmouth College}
}

@article{o2009context,
  title={Context-aware person identification in personal photo collections},
  author={O'Hare, N. and Smeaton, A.F.},
  journal={Multimedia, IEEE Transactions on},
  volume={11},
  number={2},
  year={2009},
  publisher={IEEE}
}

@inproceedings{monaghan2006automating,
  title={Automating photo annotation using services and ontologies},
  author={Monaghan, F. and O'Sullivan, D.},
  booktitle={Mobile Data Management, 2006. MDM 2006. 7th International Conference on},
  year={2006},
  organization={IEEE}
}

@article{nowack2006confoto,
  title={CONFOTO: Browsing and annotating conference photos on the Semantic web},
  author={Nowack, B.},
  journal={Web Semantics: Science, Services and Agents on the World Wide Web},
  volume={4},
  number={4},
  year={2006},
  publisher={Elsevier}
}

@inproceedings{sinha2011effective,
  title={Effective summarization of large collections of personal photos},
  author={Sinha, P. and Mehrotra, S. and Jain, R.},
  booktitle={Proceedings of the 20th international conference companion on World wide web},
  year={2011},
  organization={ACM}
}

@inproceedings{santini1998beyond,
  title={Beyond query by example},
  author={Santini, S. and Jain, R.},
  booktitle={Proceedings of the sixth ACM international conference on Multimedia},
  year={1998},
  organization={ACM}
}

@article{diakopoulos2007photoplay,
  title={Photoplay: A collocated collaborative photo tagging game on a horizontal display},
  author={Diakopoulos, Nicholas and Chiu, Patrick},
  journal={UIST Adjunct Proceedings},
  year={2007}
}

@inproceedings{gupta2009medialife,
  title={Medialife: from images to a life chronicle},
  author={Gupta, A. and Rafatirad, S. and Gao, M. and Jain, R.},
  booktitle={Proceedings of the 35th SIGMOD international conference on Management of data},
  year={2009},
  organization={ACM}
}

@inproceedings{graham2002time,
  title={Time as essence for photo browsing through personal digital libraries},
  author={Graham, A. and Garcia-Molina, H. and Paepcke, A. and Winograd, T.},
  booktitle={Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries},
  year={2002},
  organization={ACM}
}

@inproceedings{naaman2004context,
  title={Context data in geo-referenced digital photo collections},
  author={Naaman, M. and Harada, S. and Wang, Q.Y. and Garcia-Molina, H. and Paepcke, A.},
  booktitle={Proceedings of the 12th annual ACM international conference on Multimedia},
  year={2004},
  organization={ACM}
}

@inproceedings{naaman2004automatic,
  title={Automatic organization for digital photographs with geographic coordinates},
  author={Naaman, M. and Song, Y.J. and Paepcke, A. and Garcia-Molina, H.},
  booktitle={Digital Libraries, 2004. Proceedings of the 2004 Joint ACM/IEEE Conference on},
  year={2004},
  organization={IEEE}
}


@inproceedings{cao2008annotating,
  title={Annotating photo collections by label propagation according to multiple similarity cues},
  author={Cao, L. and Luo, J. and Huang, T.S.},
  booktitle={Proceeding of the 16th ACM international conference on Multimedia},
  year={2008},
  organization={ACM}
}

@article{boutell2005beyond,
  title={Beyond pixels: Exploiting camera metadata for photo classification},
  author={Boutell, M. and Luo, J.},
  journal={Pattern recognition},
  volume={38},
  number={6},
  year={2005},
  publisher={Elsevier}
}

@inproceedings{boutell2004photo,
  title={Photo classification by integrating image content and camera metadata},
  author={Boutell, M. and Luo, J.},
  booktitle={Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on},
  volume={4},
  year={2004},
  organization={IEEE}
}

@inproceedings{cao2008eventscene,
  title={Annotating collections of photos using hierarchical event and scene models},
  author={Cao, L. and Luo, J. and Kautz, H. and Huang, T.S.},
  booktitle={Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on},
  year={2008},
  organization={IEEE}
}


@inproceedings{rafatirad2009event,
  title={Event composition operators: ECO},
  author={Rafatirad, S. and Gupta, A. and Jain, R.},
  booktitle={Proceedings of the 1st ACM international workshop on Events in multimedia},
  year={2009},
  organization={ACM}
}


@article{wolter2000spatio,
  title={Spatio-temporal representation and reasoning based on RCC-8},
  author={Wolter, F. and Zakharyaschev, M.},
  journal={KR2000: Principles of Knowledge Representation and Reasoning},
  year={2000},
  publisher={Citeseer}
}

@inproceedings{hailpern2011youpivot,
  title={YouPivot: improving recall with contextual search},
  author={Hailpern, J. and Jitkoff, N. and Warr, A. and Karahalios, K. and Sesek, R. and Shkrob, N.},
  booktitle={Proceedings of the 2011 annual conference on Human factors in computing systems},
  year={2011},
  organization={ACM}
}

@InProceedings{nk_attribute_classifiers, 
author = {Neeraj Kumar and Alexander C. Berg and Peter N. Belhumeur and Shree. K. Nayar}, 
title ={Describable Visual Attributes for Face Verification and Image Search}, 
booktitle = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Special Issue on Real-World Face Recognition}, 
month = {Oct}, 
year = {2011} 
}

@InProceedings{facever_pami2010,
author = {Neeraj Kumar and Alexander C. Berg and Peter N. Belhumeur and Shree K. Nayar},
title = {Describable Visual Attributes for Face Verification and Image Search},
booktitle = {IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)},
month = {October},
year = {2011}
}

@InProceedings{attribute_classifiers,
author = {N. Kumar and A. C. Berg and P. N. Belhumeur and S. K. Nayar},
title = {{A}ttribute and {S}imile {C}lassifiers for {F}ace {V}erification},
booktitle = {IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2009}
}

@inproceedings{huang2008labeled,
  title={Labeled faces in the wild: A database forstudying face recognition in unconstrained environments},
  author={Huang, Gary B and Mattar, Marwan and Berg, Tamara and Learned-Miller, Eric and others},
  booktitle={Workshop on Faces in'Real-Life'Images: Detection, Alignment, and Recognition},
  year={2008}
}

@article{everingham2010pascal,
  title={The pascal visual object classes (voc) challenge},
  author={Everingham, Mark and Van Gool, Luc and Williams, Christopher KI and Winn, John and Zisserman, Andrew},
  journal={International journal of computer vision},
  volume={88},
  number={2},
  pages={303--338},
  year={2010},
  publisher={Springer}
}

@article{turk1991eigenfaces,
  title={Eigenfaces for recognition},
  author={Turk, M. and Pentland, A.},
  journal={Journal of cognitive neuroscience},
  volume={3},
  number={1},
  year={1991},
  publisher={MIT Press}
}

@article{belhumeur1997eigenfaces,
  title={Eigenfaces vs. fisherfaces: Recognition using class specific linear projection},
  author={Belhumeur, P.N. and Hespanha, J.P. and Kriegman, D.J.},
  journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
  volume={19},
  number={7},
  year={1997},
  publisher={IEEE}
}

@article{ahonen2006face,
  title={Face description with local binary patterns: Application to face recognition},
  author={Ahonen, T. and Hadid, A. and Pietikainen, M.},
  journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
  volume={28},
  number={12},
  year={2006},
  publisher={IEEE}
}

@article{ilyas2008survey,
  title={A survey of top-k query processing techniques in relational database systems},
  author={Ilyas, I.F. and Beskales, G. and Soliman, M.A.},
  journal={ACM Computing Surveys (CSUR)},
  volume={40},
  number={4},
  year={2008},
  publisher={ACM}
}

@inproceedings{stone2008autotagging,
  title={Autotagging facebook: Social network context improves photo annotation},
  author={Stone, Z. and Zickler, T. and Darrell, T.},
  booktitle={Computer Vision and Pattern Recognition Workshops, CVPRW'08.},
  year={2008},
  organization={IEEE}
}


@inproceedings{ranwez2006ontological,
  title={Ontological distance measures for information visualisation on conceptual maps},
  author={Ranwez, S. and Ranwez, V. and Villerd, J. and Crampes, M.},
  booktitle={On the Move to Meaningful Internet Systems 2006: OTM 2006 Workshops},
  pages={1050--1061},
  year={2006},
  organization={Springer}
}

@article{borodin2005ranking,
  title={Link analysis ranking: algorithms, theory, and experiments},
  author={Borodin, A. and Roberts, G.O. and Rosenthal, J.S. and Tsaparas, P.},
  journal={ACM Transactions on Internet Technology (TOIT)},
  year={2005},
  publisher={ACM}
}

@inproceedings{borodin2001finding,
  title={Finding authorities and hubs from link structures on the world wide web},
  author={Borodin, Allan and Roberts, Gareth O and Rosenthal, Jeffrey S and Tsaparas, Panayiotis},
  booktitle={Proceedings of the 10th international conference on World Wide Web},
  pages={415--429},
  year={2001},
  organization={ACM}
}


@inproceedings{agrawal2008matching,
  title={Efficient pattern matching over event streams},
  author={Agrawal, J. and Diao, Y. and Gyllstrom, D. and Immerman, N.},
  booktitle={Proceedings of the 2008 ACM SIGMOD},
  year={2008},
  organization={ACM}
}


@book{li2011handbook,
  title={Handbook of face recognition},
  author={Li, S.Z. and Jain, A.K.},
  year={2011},
  publisher={Springer}
}

@inproceedings{sadikov2011correcting,
  title={Correcting for missing data in information cascades},
  author={Sadikov, Eldar and Medina, Montserrat and Leskovec, Jure and Garcia-Molina, Hector},
  booktitle={Proceedings of the fourth ACM international conference on Web search and data mining},
  pages={55--64},
  year={2011},
  organization={ACM}
}

@article{elmagarmid2007duplicate,
  title={Duplicate record detection: A survey},
  author={Elmagarmid, Ahmed K and Ipeirotis, Panagiotis G and Verykios, Vassilios S},
  journal={Knowledge and Data Engineering, IEEE Transactions on},
  volume={19},
  number={1},
  year={2007},
  publisher={IEEE}
}

@article{schneider2009s,
  title={What's in my name? Toward a Generative Anthroponomastics},
  author={Schneider, Matthew},
  journal={Anthropoetics},
  volume={15},
  number={1},
  pages={1--9},
  year={2009}
}

@article{al2009socio,
  title={A socio-cultural and linguistic analysis of Yemeni Arabic personal names},
  author={Al-Zumor, Abdul Wahed Qasem Ghaleb},
  journal={GEMA: Online Journal of Language Studies},
  volume={9},
  number={2},
  pages={15--27},
  year={2009},
  publisher={Penerbitan UKM}
}

@inproceedings{finkel2005incorporating,
  title={Incorporating non-local information into information extraction systems by gibbs sampling},
  author={Finkel, Jenny Rose and Grenager, Trond and Manning, Christopher},
  booktitle={Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics},
  pages={363--370},
  year={2005},
  organization={Association for Computational Linguistics}
}

@inproceedings{shepitsen2008personalized,
 author = {Shepitsen, Andriy and Gemmell, Jonathan and Mobasher, Bamshad and Burke, Robin},
 title = {Personalized recommendation in social tagging systems using hierarchical clustering},
 booktitle = {Proceedings of the 2008 ACM conference on Recommender systems},
 series = {RecSys '08},
 year = {2008},
 isbn = {978-1-60558-093-7},
 location = {Lausanne, Switzerland},
 pages = {259--266},
 numpages = {8},
 url = {http://doi.acm.org/10.1145/1454008.1454048},
 doi = {10.1145/1454008.1454048},
 acmid = {1454048},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {clustering, collaborative tagging, personalization, recommender systems}
} 

@article{duan2005best,
  title={Which is the best multiclass SVM method? An empirical study},
  author={Duan, Kai-Bo and Keerthi, Sathiya},
  journal={Multiple Classifier Systems},
  pages={732--760},
  year={2005},
  publisher={Springer}
}


@article{wu2004probability,
  title={Probability estimates for multi-class classification by pairwise coupling},
  author={Wu, Ting-Fan and Lin, Chih-Jen and Weng, Ruby C},
  journal={The Journal of Machine Learning Research},
  volume={5},
  pages={975--1005},
  year={2004},
  publisher={JMLR. org}
}


@article{dey2001understanding,
  title={Understanding and using context},
  author={Dey, Anind K},
  journal={Personal and ubiquitous computing},
  volume={5},
  number={1},
  pages={4--7},
  year={2001},
  publisher={Springer}
}

@incollection{henricksen2002modeling,
  title={Modeling context information in pervasive computing systems},
  author={Henricksen, Karen and Indulska, Jadwiga and Rakotonirainy, Andry},
  booktitle={Pervasive Computing},
  pages={167--180},
  year={2002},
  publisher={Springer}
}

@inproceedings{schilit1994context,
  title={Context-aware computing applications},
  author={Schilit, Bill and Adams, Norman and Want, Roy},
  booktitle={Mobile Computing Systems and Applications, 1994. WMCSA 1994. First Workshop on},
  pages={85--90},
  year={1994},
  organization={IEEE}
}

@article{vieira2011designing,
  title={Designing context-sensitive systems: An integrated approach},
  author={Vieira, Vaninha and Tedesco, Patricia and Salgado, Ana Carolina},
  journal={Expert Systems with Applications},
  volume={38},
  number={2},
  pages={1119--1138},
  year={2011},
  publisher={Elsevier}
}

@article{page1999pagerank,
  title={The PageRank citation ranking: bringing order to the web.},
  author={Page, Lawrence and Brin, Sergey and Motwani, Rajeev and Winograd, Terry},
  year={1999},
  publisher={Stanford InfoLab}
}

@article{kleinberg1999authoritative,
  title={Authoritative sources in a hyperlinked environment},
  author={Kleinberg, Jon M},
  journal={Journal of the ACM (JACM)},
  volume={46},
  number={5},
  pages={604--632},
  year={1999},
  publisher={ACM}
}

@inproceedings{chen2009exploiting,
  title={Exploiting context analysis for combining multiple entity resolution systems},
  author={Chen, Zhaoqi and Kalashnikov, Dmitri V and Mehrotra, Sharad},
  booktitle={Proceedings of the 35th SIGMOD international conference on Management of data},
  pages={207--218},
  year={2009},
  organization={ACM}
}

@article{lee1990context,
  title={Context-dependent phonetic hidden Markov models for speaker-independent continuous speech recognition},
  author={Lee, K-F},
  journal={Acoustics, Speech and Signal Processing, IEEE Transactions on},
  volume={38},
  number={4},
  pages={599--609},
  year={1990},
  publisher={IEEE}
}

@article{zhang2013unified,
  title={A Unified Framework for Context Assisted Face Clustering},
  author={Zhang, Liyan and Kalashnikov, Dmitri V and Mehrotra, Sharad},
  year={2013}
}

@book{diamond1997guns,
  title={Guns, germs, and steel},
  author={Diamond, Jared M and Ordunio, Doug},
  year={1997},
  publisher={Norton New York}
}

@book{taleb2010black,
  title={The black swan: The impact of the highly improbable},
  author={Taleb, Nassim Nicholas},
  year={2010},
  publisher={Random House Trade Paperbacks}
}

@book{levitt2006freakonomics,
  title={Freakonomics Rev Ed LP: A Rogue Economist Explores the Hidden Side of Everything},
  author={Levitt, Steven D and Dubner, Stephen J},
  year={2006},
  publisher={HarperCollins}
}

@book{capra1997web,
  title={The web of life: A new scientific understanding of living systems},
  author={Capra, Fritjof},
  year={1997},
  publisher={Anchor}
}

@article{margulis1974biological,
  title={Biological modulation of the Earth's atmosphere},
  author={Margulis, Lynn and Lovelock, James E},
  journal={Icarus},
  volume={21},
  number={4},
  pages={471--489},
  year={1974},
  publisher={Elsevier}
}

@article{brickley2010foaf,
  title={FOAF vocabulary specification 0.98},
  author={Brickley, Dan and Miller, Libby},
  journal={Namespace document},
  volume={9},
  year={2010}
}

@article{mcguinness2004owl,
  title={OWL web ontology language overview},
  author={McGuinness, Deborah L and Van Harmelen, Frank and others},
  journal={W3C recommendation},
  volume={10},
  number={2004-03},
  pages={10},
  year={2004}
}

@article{halevy2001answering,
  title={Answering queries using views: A survey},
  author={Halevy, Alon Y},
  journal={The VLDB Journal—The International Journal on Very Large Data Bases},
  volume={10},
  number={4},
  pages={270--294},
  year={2001},
  publisher={Springer-Verlag New York, Inc.}
}

@inproceedings{lenzerini2002data,
  title={Data integration: A theoretical perspective},
  author={Lenzerini, Maurizio},
  booktitle={Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems},
  pages={233--246},
  year={2002},
  organization={ACM}
}

@incollection{zimmermann2007operational,
  title={An operational definition of context},
  author={Zimmermann, Andreas and Lorenz, Andreas and Oppermann, Reinhard},
  booktitle={Modeling and using context},
  pages={558--571},
  year={2007},
  publisher={Springer}
}

@article{doan2005semantic,
  title={Semantic integration research in the database community: A brief survey},
  author={Doan, AnHai and Halevy, Alon Y},
  journal={AI magazine},
  volume={26},
  number={1},
  pages={83},
  year={2005}
}

@article{allen1983maintaining,
  title={Maintaining knowledge about temporal intervals},
  author={Allen, James F},
  journal={Communications of the ACM},
  volume={26},
  number={11},
  pages={832--843},
  year={1983},
  publisher={ACM}
}


@inproceedings{brezillon2003context,
  title={Context-based modeling of operators’ practices by contextual graphs},
  author={Br{\'e}zillon, Patrick},
  booktitle={Proceedings of the 14th Conference on Human Centered Processes},
  pages={129--137},
  year={2003}
}

@inproceedings{mostefaoui2004context,
  title={Context-aware computing: a guide for the pervasive computing community},
  author={Mostefaoui, Ghita Kouadri and Pasquier-Rocha, Jacques and Brezillon, Patrick},
  booktitle={Pervasive Services, 2004. ICPS 2004. IEEE/ACS International Conference on},
  pages={39--48},
  year={2004},
  organization={IEEE}
}

@incollection{bazire2005understanding,
  title={Understanding context before using it},
  author={Bazire, Mary and Br{\'e}zillon, Patrick},
  booktitle={Modeling and using context},
  pages={29--40},
  year={2005},
  publisher={Springer}
}


@article{frankel1996webseer,
  title={Webseer: An image search engine for the world wide web},
  author={Frankel, Charles and Swain, Michael J and Athitsos, Vassilis},
  year={1996},
  publisher={Citeseer}
}

@article{chen2001web,
  title={Web mining for web image retrieval},
  author={Chen, Zheng and Wenyin, Liu and Zhang, Feng and Li, Mingjing and Zhang, Hongjiang},
  journal={Journal of the American Society for Information Science and Technology},
  volume={52},
  number={10},
  pages={831--839},
  year={2001},
  publisher={Wiley Online Library}
}


@article{reignier2007context,
  title={Context-aware environments: from specification to implementation},
  author={Reignier, Patrick and Brdiczka, Oliver and Vaufreydaz, Dominique and Crowley, James L and Maisonnasse, Jer{\^o}me},
  journal={Expert systems},
  volume={24},
  number={5},
  pages={305--320},
  year={2007},
  publisher={Wiley Online Library}
}

@article{yerneni1999computing,
  title={Computing capabilities of mediators},
  author={Yerneni, Ramana and Li, Chen and Garcia-Molina, Hector and Ullman, Jeffrey},
  journal={ACM Sigmod Record},
  volume={28},
  number={2},
  pages={443--454},
  year={1999},
  publisher={ACM}
}

@article{hobbs2006time,
  title={Time Ontology in OWL. W3C Working Draft, 27 September 2006},
  author={Hobbs, Jerry R and Pan, Feng},
  journal={World Wide Web Consortium. http://www. w3. org/TR/owl-time},
  year={2006}
}

@inproceedings{sinha2008concept,
  title={Concept annotation and search space decrement of digital photos using optical context information},
  author={Sinha, Pinaki and Jain, Ramesh},
  booktitle={Electronic Imaging 2008},
  pages={68200H--68200H},
  year={2008},
  organization={International Society for Optics and Photonics}
}

@phdthesis{patterson2005assisted,
  title={Assisted cognition: compensatory activity assistance technology},
  author={Patterson, Donald Jay},
  year={2005}
}

@inproceedings{siewiorek2003sensay,
  title={Sensay: A context-aware mobile phone},
  author={Siewiorek, Daniel and Smailagic, Asim and Furukawa, Junichi and Krause, Andreas and Moraveji, Neema and Reiger, Kathryn and Shaffer, Jeremy and Wong, Fei Lung},
  booktitle={Proceedings of the 7th IEEE International Symposium on Wearable Computers},
  volume={248},
  year={2003}
}

@inproceedings{backstrom2006group,
  title={Group formation in large social networks: membership, growth, and evolution},
  author={Backstrom, Lars and Huttenlocher, Dan and Kleinberg, Jon and Lan, Xiangyang},
  booktitle={Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining},
  pages={44--54},
  year={2006},
  organization={ACM}
}

@inproceedings{krawczyk2009communities,
  title={Communities in social networks},
  author={Krawczyk, Ma{\l}gorzata J},
  booktitle={Biometrics and Kansei Engineering, 2009. ICBAKE 2009. International Conference on},
  pages={111--116},
  year={2009},
  organization={IEEE}
}

@article{huang2007labeled,
  title={Labeled faces in the wild: A database for studying face recognition in unconstrained environments},
  author={Huang, Gary B and Mattar, Marwan and Berg, Tamara and Learned-Miller, Erik},
  year={2007},
  publisher={Citeseer}
}

@inproceedings{phillips2005overview,
  title={Overview of the face recognition grand challenge},
  author={Phillips, P Jonathon and Flynn, Patrick J and Scruggs, Todd and Bowyer, Kevin W and Chang, Jin and Hoffman, Kevin and Marques, Joe and Min, Jaesik and Worek, William},
  booktitle={Computer vision and pattern recognition, 2005. CVPR 2005. IEEE computer society conference on},
  volume={1},
  pages={947--954},
  year={2005},
  organization={IEEE}
}

@inproceedings{jesorsky2001robust,
  title={Robust face detection using the hausdorff distance},
  author={Jesorsky, Oliver and Kirchberg, Klaus J and Frischholz, Robert W},
  booktitle={Audio-and video-based biometric person authentication},
  pages={90--95},
  year={2001},
  organization={Springer}
}

@article{phillips1998feret,
  title={The FERET database and evaluation procedure for face-recognition algorithms},
  author={Phillips, P Jonathon and Wechsler, Harry and Huang, Jeffery and Rauss, Patrick J},
  journal={Image and vision computing},
  volume={16},
  number={5},
  pages={295--306},
  year={1998},
  publisher={Elsevier}
}

@inproceedings{berg2012tom,
  title={Tom-vs-Pete Classifiers and Identity-Preserving Alignment for Face Verification.},
  author={Berg, Thomas and Belhumeur, Peter N},
  booktitle={BMVC},
  volume={1},
  number={4},
  pages={5},
  year={2012}
}

@incollection{beyer1999nearest,
  title={When is “nearest neighbor” meaningful?},
  author={Beyer, Kevin and Goldstein, Jonathan and Ramakrishnan, Raghu and Shaft, Uri},
  booktitle={Database Theory—ICDT’99},
  pages={217--235},
  year={1999},
  publisher={Springer}
}


@inproceedings{geng2009sift,
  title={SIFT features for face recognition},
  author={Geng, Cong and Jiang, Xudong},
  booktitle={Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE International Conference on},
  pages={598--602},
  year={2009},
  organization={IEEE}
}

@inproceedings{luo2007person,
  title={Person-specific SIFT features for face recognition},
  author={Luo, Jun and Ma, Yong and Takikawa, Erina and Lao, Shihong and Kawade, Masato and Lu, Bao-Liang},
  booktitle={Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on},
  volume={2},
  pages={II--593},
  year={2007},
  organization={IEEE}
}

@inproceedings{bicego2006use,
  title={On the use of SIFT features for face authentication},
  author={Bicego, Manuele and Lagorio, Andrea and Grosso, Enrico and Tistarelli, Massimo},
  booktitle={Computer Vision and Pattern Recognition Workshop, 2006. CVPRW'06. Conference on},
  pages={35--35},
  year={2006},
  organization={IEEE}
}


@inproceedings{liu2013heterogeneous,
  title={Heterogeneous features and model selection for event-based media classification},
  author={Liu, Xueliang and Huet, Benoit},
  booktitle={Proceedings of the 3rd ACM conference on International conference on multimedia retrieval},
  pages={151--158},
  year={2013},
  organization={ACM}
}

@inproceedings{li2013geo,
  title={Geo-visual ranking for location prediction of social images},
  author={Li, Xinchao and Larson, Martha and Hanjalic, Alan},
  booktitle={Proceedings of the 3rd ACM conference on International conference on multimedia retrieval},
  pages={81--88},
  year={2013},
  organization={ACM}
}

@inproceedings{brachmann2013feature,
  title={Feature propagation on image webs for enhanced image retrieval},
  author={Brachmann, Eric and Spehr, Marcel and Gumhold, Stefan},
  booktitle={Proceedings of the 3rd ACM conference on International conference on multimedia retrieval},
  pages={25--32},
  year={2013},
  organization={ACM}
}

@inproceedings{dumitrescu2009context,
  title={Context based semantics for multimodal retrieval},
  author={Dumitrescu, Alexandra and Santini, Simone},
  booktitle={IS\&T/SPIE Electronic Imaging},
  pages={72550C--72550C},
  year={2009},
  organization={International Society for Optics and Photonics}
}

@article{hong2009context,
  title={Context-aware systems: A literature review and classification},
  author={Hong, Jong-yi and Suh, Eui-ho and Kim, Sung-Jin},
  journal={Expert Systems with Applications},
  volume={36},
  number={4},
  pages={8509--8522},
  year={2009},
  publisher={Elsevier}
}

@article{smith2007obo,
  title={The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration},
  author={Smith, Barry and Ashburner, Michael and Rosse, Cornelius and Bard, Jonathan and Bug, William and Ceusters, Werner and Goldberg, Louis J and Eilbeck, Karen and Ireland, Amelia and Mungall, Christopher J and others},
  journal={Nature biotechnology},
  volume={25},
  number={11},
  pages={1251--1255},
  year={2007},
  publisher={Nature Publishing Group}
}

@article{noy2004semantic,
  title={Semantic integration: a survey of ontology-based approaches},
  author={Noy, Natalya F},
  journal={ACM Sigmod Record},
  volume={33},
  number={4},
  pages={65--70},
  year={2004},
  publisher={ACM}
}

@inproceedings{astakhov2005data,
  title={Data integration in the biomedical informatics research network (BIRN)},
  author={Astakhov, Vadim and Gupta, Amarnath and Santini, Simone and Grethe, Jeffrey S},
  booktitle={Data Integration in the Life Sciences},
  pages={317--320},
  year={2005},
  organization={Springer}
}

@incollection{dou2005ontology,
  title={Ontology translation on the semantic web},
  author={Dou, Dejing and McDermott, Drew and Qi, Peishen},
  booktitle={Journal on data semantics II},
  pages={35--57},
  year={2005},
  publisher={Springer}
}

@article{naphade2002extracting,
  title={Extracting semantics from audio-visual content: the final frontier in multimedia retrieval},
  author={Naphade, Milind R and Huang, Thomas S},
  journal={Neural Networks, IEEE Transactions on},
  volume={13},
  number={4},
  pages={793--810},
  year={2002},
  publisher={IEEE}
}

@inproceedings{oliver2002layered,
  title={Layered representations for recognizing office activity},
  author={Oliver, Nuria and Horvitz, Eric and Garg, Ashutosh},
  booktitle={Proceedings of the International Conference on Multimodal Interaction (ICMI 2002)},
  pages={3--8},
  year={2002}
}

@article{zhao2003face,
  title={Face recognition: A literature survey},
  author={Zhao, Wenyi and Chellappa, Rama and Phillips, P Jonathon and Rosenfeld, Azriel},
  journal={Acm Computing Surveys (CSUR)},
  volume={35},
  number={4},
  pages={399--458},
  year={2003},
  publisher={ACM}
}

@article{zeng2009survey,
  title={A survey of affect recognition methods: Audio, visual, and spontaneous expressions},
  author={Zeng, Zhihong and Pantic, Maja and Roisman, Glenn I and Huang, Thomas S},
  journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
  volume={31},
  number={1},
  pages={39--58},
  year={2009},
  publisher={IEEE}
}

@article{galleguillos2010context,
  title={Context based object categorization: A critical survey},
  author={Galleguillos, Carolina and Belongie, Serge},
  journal={Computer Vision and Image Understanding},
  volume={114},
  number={6},
  pages={712--722},
  year={2010},
  publisher={Elsevier}
}

@article{poppe2010survey,
  title={A survey on vision-based human action recognition},
  author={Poppe, Ronald},
  journal={Image and vision computing},
  volume={28},
  number={6},
  pages={976--990},
  year={2010},
  publisher={Elsevier}
}

@inproceedings{yang2010recognizing,
  title={Recognizing human actions from still images with latent poses},
  author={Yang, Weilong and Wang, Yang and Mori, Greg},
  booktitle={Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on},
  pages={2030--2037},
  year={2010},
  organization={IEEE}
}

@article{vinciarelli2009social,
  title={Social signal processing: Survey of an emerging domain},
  author={Vinciarelli, Alessandro and Pantic, Maja and Bourlard, Herv{\'e}},
  journal={Image and Vision Computing},
  volume={27},
  number={12},
  pages={1743--1759},
  year={2009},
  publisher={Elsevier}
}

@article{pang2011efficient,
  title={Efficient HOG human detection},
  author={Pang, Yanwei and Yuan, Yuan and Li, Xuelong and Pan, Jing},
  journal={Signal Processing},
  volume={91},
  number={4},
  pages={773--781},
  year={2011},
  publisher={Elsevier}
}

@inproceedings{sambasivan2010intermediated,
  title={Intermediated technology use in developing communities},
  author={Sambasivan, Nithya and Cutrell, Ed and Toyama, Kentaro and Nardi, Bonnie},
  booktitle={Proceedings of the SIGCHI Conference on Human Factors in Computing Systems},
  pages={2583--2592},
  year={2010},
  organization={ACM}
}

@article{ahrens2011data,
  title={Data-intensive science in the us doe: Case studies and future challenges},
  author={Ahrens, James P and Hendrickson, Bruce and Long, Gabrielle and Miller, Steve and Ross, Rob and Williams, Dean},
  journal={Computing in Science \& Engineering},
  volume={13},
  number={6},
  pages={14--24},
  year={2011},
  publisher={IEEE}
}

@article{chlistalla2011high,
  title={High-frequency trading},
  author={Chlistalla, Michael and Speyer, Bernhard and Kaiser, Sabine and Mayer, Thomas},
  journal={Deutsche Bank Research},
  year={2011}
}

@article{dean2008mapreduce,
  title={MapReduce: simplified data processing on large clusters},
  author={Dean, Jeffrey and Ghemawat, Sanjay},
  journal={Communications of the ACM},
  volume={51},
  number={1},
  pages={107--113},
  year={2008},
  publisher={ACM}
}

@inproceedings{carroll2004jena,
  title={Jena: implementing the semantic web recommendations},
  author={Carroll, Jeremy J and Dickinson, Ian and Dollin, Chris and Reynolds, Dave and Seaborne, Andy and Wilkinson, Kevin},
  booktitle={Proceedings of the 13th international World Wide Web conference on Alternate track papers \& posters},
  pages={74--83},
  year={2004},
  organization={ACM}
}