{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:31:14Z","timestamp":1781109074624,"version":"3.54.1"},"reference-count":37,"publisher":"IGI Global Scientific Publishing","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013,7,1]]},"abstract":"<p>Databases of places have become increasingly popular to identify places of a given type that are close to a user-specified location. As it is important for these systems to use an up-to-date database with a broad coverage, there is a need for techniques that are capable of expanding place databases in an automated way. In this paper the authors discuss how geographically annotated information obtained from social media can be used to discover new places. In particular, the authors first determine potential places of interest by clustering the locations where Flickr photos have been taken. The tags from the Flickr photos and the terms of the Twitter messages posted in the vicinity of the obtained candidate places of interest are then used to rank them based on the likelihood that they belong to a given type. For several place types, their methodology finds places that are not yet contained in the databases used by Foursquare, Google, LinkedGeoData and Geonames. Furthermore, the authors\u2019 experimental results show that the proposed method can successfully identify errors in existing place databases such as Foursquare.<\/p>","DOI":"10.4018\/ijswis.2013070105","type":"journal-article","created":{"date-parts":[[2013,12,30]],"date-time":"2013-12-30T10:41:31Z","timestamp":1388400091000},"page":"77-104","source":"Crossref","is-referenced-by-count":10,"title":["Discovering and Characterizing Places of Interest Using Flickr and Twitter"],"prefix":"10.4018","volume":"9","author":[{"given":"Steven","family":"Van Canneyt","sequence":"first","affiliation":[{"name":"iMinds, Department of Information Technology (INTEC), Ghent University, Gent, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Steven","family":"Schockaert","sequence":"additional","affiliation":[{"name":"School of Computer Science & Informatics, Cardiff University, Cardiff, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bart","family":"Dhoedt","sequence":"additional","affiliation":[{"name":"iMinds, Department of Information Technology (INTEC), Ghent University, Gent, Belgium"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"ijswis.2013070105-0","doi-asserted-by":"crossref","unstructured":"Abbasi, R., Chernov, S., Nejdl, W., & Paiu, R. (2009). Exploiting flickr tags and groups for finding landmark photos. In M. Boughanem, C. Berrut, J. Mothe, & C. Soule-Dupuy (Eds.), Advances in Information Retrieval (pp. 654\u2013661). Springer Berlin \/ Heidelberg.","DOI":"10.1007\/978-3-642-00958-7_62"},{"key":"ijswis.2013070105-1","doi-asserted-by":"crossref","unstructured":"Ahern, S., Naaman, M., & Nair, R. (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 (pp. 1\u201310). New York, NY: ACM.","DOI":"10.1145\/1255175.1255177"},{"key":"ijswis.2013070105-2","unstructured":"Auer, S., Lehmann, J., & Hellmann, S. (2009). LinkedGeoData: Adding a spatial dimension to the web of data. In A. Bernstein, D. Karger, T. Heath, L. Feigenbaum, D. Maynard, E. Motta, & K. Thirunarayan (Eds.), Proceedings of the 8th International Semantic Web Conference (Vol. 5823, pp. 731\u2013746). Chantilly, VA: Springer Berlin Heidelberg."},{"key":"ijswis.2013070105-3","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican0501-34"},{"key":"ijswis.2013070105-4","doi-asserted-by":"crossref","unstructured":"Cao, L., Luo, J., Gallagher, A., Jin, X., Han, J., & Huang, T. S. (2010). A worldwide tourism recommendation system based on geotagged web photo. In Proceedings of the IEEE International Conference on Acoustics Speech and Signal Processing (pp. 2274\u20132277). Dallas, TX: IEEE.","DOI":"10.1109\/ICASSP.2010.5495905"},{"key":"ijswis.2013070105-5","doi-asserted-by":"publisher","DOI":"10.1109\/34.400568"},{"key":"ijswis.2013070105-6","doi-asserted-by":"crossref","unstructured":"Choudhury, M. D., Feldman, M., Amer-Yahia, S., Golbandi, N., Lempel, R., & Yu, C. (2010). Automatic construction of travel itineraries using social breadcrumbs. In Proceedings of the 21st ACM Conference on Hypertext and Hypermedia (pp. 35\u201344). New York, NY: ACM.","DOI":"10.1145\/1810617.1810626"},{"key":"ijswis.2013070105-7","doi-asserted-by":"crossref","unstructured":"Clements, M., Serdyukov, P., & de Vries, A. (2010). Using Flickr geotags to predict user travel behaviour. In Proceedings of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 851\u2013852). New York, NY: ACM.","DOI":"10.1145\/1835449.1835648"},{"key":"ijswis.2013070105-8","first-page":"265","article-title":"On the algorithmic implementation of multiclass kernel-based vector machines.","volume":"2","author":"K.Crammer","year":"2002","journal-title":"Journal of Machine Learning Research"},{"key":"ijswis.2013070105-9","doi-asserted-by":"crossref","unstructured":"Crandall, D. J., Backstrom, L., Huttenlocher, D., & Kleinberg, J. (2009). Mapping the world\u2019s photos. In Proceedings of the 18th International Conference on World Wide Web (pp. 761\u2013770). New York, NY: ACM.","DOI":"10.1145\/1526709.1526812"},{"issue":"1","key":"ijswis.2013070105-10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.artint.2005.03.001","article-title":"Unsupervised named-entity extraction from the Web: An experimental study.","volume":"165","author":"O.Etzioni","year":"2005","journal-title":"Artificial Intelligence Journal"},{"key":"ijswis.2013070105-11","unstructured":"Flickr (2013). Explore everyone's photos on a map. Retrieved February 26, 2013, from http:\/\/www.flickr.com\/map"},{"key":"ijswis.2013070105-12","doi-asserted-by":"crossref","unstructured":"Gracia, J., & Mena, E. (2009). Multiontology semantic disambiguation in unstructured web contexts. In Proceedings of the 2009 K-CAP Workshop on Collective Knowledge Capturing and Representation (pp. 1\u20139).","DOI":"10.1145\/1597735.1597775"},{"key":"ijswis.2013070105-13","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2012.06.001"},{"key":"ijswis.2013070105-14","doi-asserted-by":"crossref","unstructured":"Jain, S., Seufert, S., & Srikanta, B. (2010). Antourage: Mining distance-constrained trips from Flickr. In Proceedings of the 19th International Conference on World Wide Web (pp. 1121\u20131122). New York, NY: ACM.","DOI":"10.1145\/1772690.1772834"},{"key":"ijswis.2013070105-15","doi-asserted-by":"publisher","DOI":"10.1145\/502115.502117"},{"key":"ijswis.2013070105-16","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-011-0120-x"},{"key":"ijswis.2013070105-17","doi-asserted-by":"crossref","unstructured":"Markines, B., Cattuto, C., Menczer, F., Benz, D., Hotho, A., & Stumme, G. (2009). Evaluating similarity measures for emergent semantics of social tagging. Proceedings of the 18th International Conference on World Wide Web (pp. 641\u2013650). New York, NY: ACM.","DOI":"10.1145\/1526709.1526796"},{"key":"ijswis.2013070105-18","doi-asserted-by":"publisher","DOI":"10.1145\/2047296.2047309"},{"key":"ijswis.2013070105-19","doi-asserted-by":"crossref","unstructured":"Naaman, M., Boase, J., Lai, C., & Brunswick, N. (2010). Is it really about me? Message content in social awareness streams. In Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work (pp. 189\u2013192). New York, NY: ACM.","DOI":"10.1145\/1718918.1718953"},{"key":"ijswis.2013070105-20","unstructured":"Navigli, R., Informatica, D., & Ponzetto, S. P. (2010). BabelNet\u202f: Building a very large multilingual semantic network. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (pp. 216\u2013225). Stroudsburg, PA: Association for Computational Linguistics."},{"key":"ijswis.2013070105-21","doi-asserted-by":"crossref","unstructured":"Ng, H. T., Goh, W. B., & Low, K. L. (1997). Feature selection, perceptron learning, and a usability case study for text categorization. In N. J. Belkin, A. D. Narasimhalu, P. Willett, W. Hersh, & F. Can (Eds.), Proceedings of the 20th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 67\u201373). New York, NY: ACM.","DOI":"10.1145\/258525.258537"},{"key":"ijswis.2013070105-22","doi-asserted-by":"crossref","unstructured":"Ozdikis, O., Orhan, F., & Danismaz, F. (2011). Ontology-based recommendation for points of interest retrieved from multiple data sources. In Proceedings of the International Workshop on Semantic Web Information Management. New York, NY: ACM.","DOI":"10.1145\/1999299.1999300"},{"key":"ijswis.2013070105-23","doi-asserted-by":"crossref","unstructured":"Popescu, A., & Grefenstette, G. (2008). Gazetiki: Automatic creation of a geographical gazetteer. In Proceedings of the 8th ACM\/IEEE-CS Joint Conference on Digital Libraries (pp. 85\u201393). New York, NY: ACM.","DOI":"10.1145\/1378889.1378906"},{"key":"ijswis.2013070105-24","doi-asserted-by":"crossref","unstructured":"Rattenbury, T., Good, N., & Naaman, M. (2007). Towards automatic extraction of event and place semantics from Flickr tags. In Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 103\u2013110). New York, NY: ACM.","DOI":"10.1145\/1277741.1277762"},{"key":"ijswis.2013070105-25","doi-asserted-by":"crossref","unstructured":"Sakaki, T. (2010). Earthquake shakes Twitter users: Real-time event detection by social sensors. In Proceedings of the 19th International Conference on World Wide Web (pp. 851\u2013860). New York, NY: ACM.","DOI":"10.1145\/1772690.1772777"},{"key":"ijswis.2013070105-26","unstructured":"Schmitz, P. (2006). Inducing ontology from Flickr tags. In Proceeding of the Collaborative Web Tagging Workshop at the World Wide Web Conference (pp. 3\u20136). New York, NY: ACM."},{"key":"ijswis.2013070105-27","doi-asserted-by":"crossref","unstructured":"Serdyukov, P., Murdock, V., & Van Zwol, R. (2009). Placing Flickr photos on a map. In Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 484\u2013491). New York, NY: ACM.","DOI":"10.1145\/1571941.1572025"},{"key":"ijswis.2013070105-28","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-739X(00)00043-1"},{"key":"ijswis.2013070105-29","unstructured":"Van Canneyt, S., Schockaert, S., Van Laere, O., & Dhoedt, B. (2011). Time-dependent recommendation of tourist attractions using Flickr. In P. De Causmaecker, J. Maervoet, T. Messelis, K. Verbeeck, & T. Vermeulen (Eds.), Proceedings of the 23rd Benelux Conference on Artificial Intelligence (pp. 255\u2013262). Ghent, Belgium."},{"key":"ijswis.2013070105-30","doi-asserted-by":"crossref","unstructured":"Van Canneyt, S., Schockaert, S., Van Laere, O., & Dhoedt, B. (2012a). Detecting places of interest using social media. In Proceedings of the 2012 IEEE\/WIC\/ACM International Conference on Web Intelligence (pp. 447\u2013451).","DOI":"10.1109\/WI-IAT.2012.19"},{"key":"ijswis.2013070105-31","doi-asserted-by":"crossref","unstructured":"Van Canneyt, S., Schockaert, S., Van Laere, O., & Dhoedt, B. (2012b). Using social media to find places of interest: A case study. In Proceedings of the 2012 ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information (pp. 2\u20138).","DOI":"10.1145\/2442952.2442954"},{"key":"ijswis.2013070105-32","doi-asserted-by":"crossref","unstructured":"Van Laere, O., Schockaert, S., & Dhoedt, B. (2011). Finding locations of Flickr resources using language models and similarity search. In Proceedings of the 1st ACM International Conference on Multimedia Retrieval (pp. 48-55). New York, NY: ACM.","DOI":"10.1145\/1991996.1992044"},{"key":"ijswis.2013070105-33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.02.045"},{"key":"ijswis.2013070105-34","doi-asserted-by":"crossref","unstructured":"Wu, F., & Weld, D. S. (2007). Autonomously semantifying Wikipedia. In Proceedings of the 16th ACM Conference on Information and Knowledge Management (pp. 41\u201350). New York, NY: ACM.","DOI":"10.1145\/1321440.1321449"},{"key":"ijswis.2013070105-35","doi-asserted-by":"crossref","unstructured":"Wu, F., & Weld, D. S. (2008). Automatically refining the wikipedia infobox ontology. In Proceedings of the 17th International Conference on World Wide Web (pp. 635\u2013644). New York, NY: ACM.","DOI":"10.1145\/1367497.1367583"},{"key":"ijswis.2013070105-36","unstructured":"Zhu, M. (2004). Recall, precision and average precision. (Tech. Rep. No. 1). University of Waterloo."}],"container-title":["International Journal on Semantic Web and Information Systems"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=97654","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T19:38:07Z","timestamp":1654112287000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/ijswis.2013070105"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2013,7,1]]},"references-count":37,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2013,7]]}},"URL":"https:\/\/doi.org\/10.4018\/ijswis.2013070105","relation":{},"ISSN":["1552-6283","1552-6291"],"issn-type":[{"value":"1552-6283","type":"print"},{"value":"1552-6291","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,7,1]]}}}