Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Adomavicius G, Tuzhilin A (2005) Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans Knowl Data Eng 17(6):734–749
Ahern S, Naaman M, Nair R, Yang JH-I (2007) World explorer: visualizing aggregate data from unstructured text in geo-referenced collections. In: Proceedings of the 7th ACM/IEEE-CS joint conference on digital libraries, Vancouver, pp 1–10
Backstrom L, Sun E, Marlow C (2010) Find me if you can: improving geographical prediction with social and spatial proximity. In: Proceedings of the 19th international conference on World Wide Web, Raleigh, pp 61–70
Brockmann D, Hufnagel L, Geisel T (2006) The scaling laws of human travel. Nature 439:462–465
Cheng Z, Caverlee J, Lee K (2010) You are where you tweet: a content-based approach to geo-locating twitter users. In: Proceedings of the 19th ACM international conference on information and knowledge management, Toronto, pp 759–768
Cheng Z, Caverlee J, Kamath KY, Lee K (2011a) Toward traffic-driven location-based web search. In: Proceedings of the 20th ACM international conference on information and knowledge management, Glasgow, pp 805–814
Cheng Z, Caverlee J, Lee K, Sui DZ (2011b) Exploring millions of footprints in location sharing services. In: AAAI international conference on weblogs and social media (ICWSM), Barcelona
Cho E, Myers SA, Leskovec J (2011) Friendship and mobility: user movement in location-based social networks. In: Proceedings of the 17th ACM SIGKDD international conference on knowledge discovery and data mining, San Diego, pp 1082–1090
Chow C-Y, Bao J, Mokbel MF (2010) Towards location-based social networking services. In: Proceedings of the 2nd ACM SIGSPATIAL international workshop on location based social networks, San Jose, pp 31–38
Crandall DJ, Backstrom L, Huttenlocher DP, Kleinberg JM (2009) Mapping the world’s photos. In: Proceedings of the 18th international conference on World Wide Web, Raleigh, pp 761–770
Crandall DJ, Backstrom L, Cosley D, Suri S, Huttenlocher D, Kleinberg J (2010) Inferring social ties from geographic coincidences. Proc Natl Acad Sci 107(52):22436–22441
Eagle N, Pentland AS, Lazer D (2009) Inferring friendship network structure by using mobile phone data. Proc Natl Acad Sci 106(36):15274–15278
Goldman J, Shilton K, Burke J, Estrin D, Hansen M, Ramanathan N, Reddy S, Samanta V, Srivastava M, West R (2009) The Wilson foundation report – participatory sensing. http://wilsoncenter.org/sites/default/files/participatory_sensing.pdf
Goodchild MF (2007) Citizens as sensors: the world of volunteered geography. Geo J 69(4):211–221
Hecht B, Hong L, Suh B, Chi EH (2011) Tweets from Justin Bieber’s Heart: the dynamics of the location field in user profiles. In: Proceedings of the 2011 annual conference on human factors in computing systems, Vancouver, pp 237–246
Jaffe A, Naaman M, Tassa T, Davis M (2006) Generating summaries and visualization for large collections of geo-referenced photographs. In: Multimedia information retrieval, Santa Barbara, pp 89–98
Konstas I, Stathopoulos V, Jose JM (2009) On social networks and collaborative recommendation. In: Proceedings of the 32nd international ACM SIGIR conference on research and development in information retrieval, Boston, pp 195–202
Lian D, Xie X (2011) Learning location naming from user check-in histories. In: Proceedings of the 19th SIGSPATIAL international conference on advances in geographic information systems, Chicago, pp 112–121
Liao L, Fox D, Kautz HA (2005) Location-based activity recognition using relational markov networks. In: Proceedings of the 19th international joint conference on artificial intelligence, Edinburgh, pp 773–778
Liao L, Fox D, Kautz HA (2007) Extracting places and activities from GPS traces using hierarchical conditional random fields. Int J Robot Res 26(1):119–134
Lin J, Xiang G, Hong JI, Sadeh NM (2010) Modeling people’s place naming preferences in location sharing. In: Proceedings of the 12th ACM international conference on ubiquitous computing, Copenhagen, pp 75–84
McGee J, Caverlee J, Cheng Z (2011) A geographic study of tie strength in social media. In: Proceedings of the 20th ACM international conference on information and knowledge management, Glasgow, pp 2333–2336
NASA Science – Citizen Scientists (2012) http://science.nasa.gov/citizen-scientists/. Accessed 18 Nov 2012
Onnela JP, Saramäki J (2007) Structure and tie strengths in mobile communication networks. Proc Natl Acad Sci 104:7332
Rattenbury T, Naaman M (2009) Methods for extracting place semantics from flickr tags. ACM Trans Web 3(1):1
Scellato S (2011) Beyond the social web: the geo-social revolution. ACM SIGWEB Newsl 2011: 5:1–5:5
Sizov S (2010) Geofolk: latent spatial semantics in web 2.0 social media. In: Proceedings of the third ACM international conference on web search and data mining, New York, pp 281–290
Tobler WR (1970) A computer movie simulating urban growth in the detroit region. Econ Geogr 46:234–240
Tong H, Faloutsos C, Pan J-Y (2006) Fast random walk with restart and its applications. In: Proceedings of the sixth international conference on data mining, Hong Kong, pp 613–622
Wang D, Pedreschi D, Song C, Giannotti F, Barabási A-L (2011) Human mobility, social ties, and link prediction. In: Proceedings of the 17th ACM SIGKDD international conference on knowledge discovery and data mining, San Diego, pp 1100–1108
Want R, Hopper A, Falcão V, Gibbons J (1992) The active badge location system. ACM Trans Inf Syst 10(1):91–102
Yang D-N, Shen C-Y, Lee W-C, Chen M-S (2012) On socio-spatial group query for location-based social networks. In: Proceedings of the 18th ACM SIGKDD international conference on knowledge discovery and data mining, KDD’12, Beijing. ACM, New York, pp 949–957
Ye M, Yin P, Lee W-C (2010) Location recommendation for location-based social networks. In: Proceedings of the 18th SIGSPATIAL international conference on advances in geographic information systems, GIS’10, San Jose. ACM, New York, pp 458–461
Ye M, Janowicz K, Mülligann C, Lee W-C (2011a) What you are is when you are: the temporal dimension of feature types in location-based social networks. In: Proceedings of the 19th SIGSPATIAL international conference on advances in geographic information systems, Chicago, pp 102–111
Ye M, Shou D, Lee W-C, Yin P, Janowicz K (2011b) On the semantic annotation of places in location-based social networks. In: Proceedings of the 17th ACM SIGKDD international conference on knowledge discovery and data mining, KDD’11, San Diego. ACM, New York, pp 520–528
Ye M, Yin P, Lee W-C, Lee DL (2011c) Exploiting geographical influence for collaborative point-of-interest recommendation. In: Proceedings of the 34th international ACM SIGIR conference on research and development in information retrieval, Beijing, pp 325–334
Ye M, Liu X, Lee W-C (2012) Exploring social influence for recommendation: a generative model approach. In: Proceedings of the 35th international ACM SIGIR conference on research and development in information retrieval, SIGIR’12, Portland. ACM, New York, pp 671–680
Yin Z, Cao L, Han J, Zhai C, Huang TS (2011) Geographical topic discovery and comparison. In: Proceedings of the 20th international conference on World Wide Web, Hyderabad, pp 247–256
Zheng Y (2011) Location based social networks: users. In: Computing with spatial trajectories. Springer, New York, pp 243–276
Zheng Y, Zhang L, Ma Z, Xie X, Ma W-Y (2011) Recommending friends and locations based on individual location history. ACM Trans Web 5(1):5
Acknowledgments
The authors thank the editors, Professors Gao Cong and Dr. Bee-Chung Chen, and anonymous reviewers for their constructive comments to improve the quality of this article.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Section Editor information
Rights and permissions
Copyright information
© 2018 Springer Science+Business Media LLC
About this entry
Cite this entry
Lee, WC., Ye, M. (2018). Location-Based Social Networks. In: Alhajj, R., Rokne, J. (eds) Encyclopedia of Social Network Analysis and Mining. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-7131-2_319
Download citation
DOI: https://doi.org/10.1007/978-1-4939-7131-2_319
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4939-7130-5
Online ISBN: 978-1-4939-7131-2
eBook Packages: Computer ScienceReference Module Computer Science and Engineering