{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T00:28:36Z","timestamp":1777854516494,"version":"3.51.4"},"reference-count":28,"publisher":"SAGE Publications","issue":"2","license":[{"start":{"date-parts":[[2015,6,29]],"date-time":"2015-06-29T00:00:00Z","timestamp":1435536000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Information Science"],"published-print":{"date-parts":[[2016,4]]},"abstract":"<jats:p>Approximate string matching (ASM) is a challenging problem, which aims to match different string expressions representing the same object. In this paper, detailed experimental studies were conducted on the subject of toponym matching, which is a new domain where ASM can be performed, and the creation of a single string-matching measure that can perform toponym matching process regardless of the language was attempted. For this purpose, an ASM measure called DAS, which comprises name similarity, word similarity and sentence similarity phases, was created. Considering the experimental results, the retrieval performance and system accuracy of DAS were much better than those of other well-known five measures that were compared on toponym test datasets. In addition, DAS had the best metric values of mean average precision in six languages, and precision\/recall graphs confirm this result.<\/jats:p>","DOI":"10.1177\/0165551515590097","type":"journal-article","created":{"date-parts":[[2015,6,29]],"date-time":"2015-06-29T21:45:13Z","timestamp":1435614313000},"page":"138-149","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":16,"title":["An accurate toponym-matching measure based on approximate string matching"],"prefix":"10.1177","volume":"42","author":[{"given":"Deniz","family":"K\u0131l\u0131n\u00e7","sequence":"first","affiliation":[{"name":"Department of Software Engineering, Faculty of Technology, Celal Bayar University, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2015,6,29]]},"reference":[{"key":"bibr1-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1177\/0165551507087712"},{"key":"bibr2-0165551515590097","first-page":"39","volume-title":"Proceedings of the ninth ACM SIGKDD international conference on knowledge discovery and data mining","author":"Bilenko M"},{"key":"bibr3-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1080\/01449290601173770"},{"key":"bibr4-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1177\/0165551506059229"},{"key":"bibr5-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775087"},{"key":"bibr6-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775099"},{"issue":"2","key":"bibr7-0165551515590097","first-page":"113","volume":"8","author":"Bunke H","year":"2001","journal-title":"Mathware & Soft Computing"},{"key":"bibr8-0165551515590097","first-page":"73","volume-title":"Proceedings of IJCAI-03 Workshop on Information Integration","author":"Cohen W","year":"2003"},{"key":"bibr9-0165551515590097","volume-title":"Proceedings of the SIAM conference on data mining (SDM)","author":"Bhattacharya I","year":"2006"},{"key":"bibr10-0165551515590097","first-page":"993","volume":"3","author":"Blei DM","year":"2003","journal-title":"Journal of Machine Learning Research"},{"key":"bibr11-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1177\/0165551514555668"},{"key":"bibr12-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2006.2"},{"key":"bibr13-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45268-0_26"},{"key":"bibr14-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1145\/1183471.1183486"},{"key":"bibr15-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20630-6_3"},{"key":"bibr16-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1080\/13658810701851453"},{"key":"bibr17-0165551515590097","first-page":"54","volume-title":"Proceedings of the first ACM SIGSPATIAL international workshop on computational models of place","author":"Recchia G","year":"2013"},{"key":"bibr18-0165551515590097","unstructured":"Winkler WE. The state of record linkage and current research problems. Statistics of Income Division. Internal Revenue Service Publication R99\/04, http:\/\/www.census.gov\/srd\/www\/byname.html"},{"key":"bibr19-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1989.10478785"},{"key":"bibr20-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1002\/sim.4780140510"},{"issue":"8","key":"bibr21-0165551515590097","first-page":"707","volume":"10","author":"Levenshtein","year":"1966","journal-title":"Soviet Physics Doklady"},{"key":"bibr22-0165551515590097","first-page":"267","volume-title":"Proceedings of ACM SIGKDD","author":"Monge AE","year":"1996"},{"key":"bibr23-0165551515590097","volume-title":"The proceedings of the SIGMOD workshop on data mining and knowledge discovery","author":"Monge A","year":"1997"},{"key":"bibr24-0165551515590097","doi-asserted-by":"publisher","DOI":"10.1177\/016555158100300403"},{"key":"bibr25-0165551515590097","unstructured":"Sutinen E. Approximate pattern matching with the q-gram family. PhD thesis, Department of Computer Science, University of Helsinki. Finland, 1998."},{"key":"bibr26-0165551515590097","volume-title":"Elements of statistical computing","author":"Thisted RA","year":"1988"},{"key":"bibr27-0165551515590097","unstructured":"Ricardo BY, Berthier RN. Modern information retrieval. New York: ACM Press, 1999, pp. 189\u2013190."},{"key":"bibr28-0165551515590097","volume-title":"An introduction to information retrieval","author":"Manning CD","year":"2009","edition":"1"}],"container-title":["Journal of Information Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0165551515590097","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/0165551515590097","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0165551515590097","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T23:09:12Z","timestamp":1777504152000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/0165551515590097"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,6,29]]},"references-count":28,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2016,4]]}},"alternative-id":["10.1177\/0165551515590097"],"URL":"https:\/\/doi.org\/10.1177\/0165551515590097","relation":{},"ISSN":["0165-5515","1741-6485"],"issn-type":[{"value":"0165-5515","type":"print"},{"value":"1741-6485","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,6,29]]}}}