{"id":"https://openalex.org/W2141203887","doi":"https://doi.org/10.1145/2063576.2063693","title":"Toward traffic-driven location-based web search","display_name":"Toward traffic-driven location-based web search","publication_year":2011,"publication_date":"2011-10-24","ids":{"openalex":"https://openalex.org/W2141203887","doi":"https://doi.org/10.1145/2063576.2063693","mag":"2141203887"},"language":"en","primary_location":{"id":"doi:10.1145/2063576.2063693","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063576.2063693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059808320","display_name":"Zhiyuan Cheng","orcid":"https://orcid.org/0000-0002-5603-968X"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhiyuan Cheng","raw_affiliation_strings":["Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048489384","display_name":"James Caverlee","orcid":"https://orcid.org/0000-0001-8350-8528"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Caverlee","raw_affiliation_strings":["Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114488878","display_name":"Krishna Kamath","orcid":"https://orcid.org/0009-0009-8414-5074"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Krishna Yeswanth Kamath","raw_affiliation_strings":["Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103224637","display_name":"Kyumin Lee","orcid":"https://orcid.org/0000-0002-9004-1740"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyumin Lee","raw_affiliation_strings":["Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059808320"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":null,"apc_paid":null,"fwci":4.0554,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.94775197,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"805","last_page":"814"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.815251350402832},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6369070410728455},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5871585011482239},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5314432978630066},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5291034579277039},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5076698064804077},{"id":"https://openalex.org/keywords/location-based-service","display_name":"Location-based service","score":0.49236738681793213},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.46807941794395447},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4401320219039917},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.41178661584854126},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38950276374816895},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25178462266921997},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22757545113563538},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15275374054908752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.815251350402832},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6369070410728455},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5871585011482239},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5314432978630066},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5291034579277039},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5076698064804077},{"id":"https://openalex.org/C155292070","wikidata":"https://www.wikidata.org/wiki/Q1198122","display_name":"Location-based service","level":2,"score":0.49236738681793213},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.46807941794395447},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4401320219039917},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.41178661584854126},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38950276374816895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25178462266921997},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22757545113563538},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15275374054908752},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2063576.2063693","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2063576.2063693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.230.1857","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.230.1857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://faculty.cse.tamu.edu/caverlee/pubs/cheng11cikm.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W7143572","https://openalex.org/W74366724","https://openalex.org/W1481970281","https://openalex.org/W1496059925","https://openalex.org/W1521219253","https://openalex.org/W1641403162","https://openalex.org/W1978394996","https://openalex.org/W2000586878","https://openalex.org/W2012852390","https://openalex.org/W2026487812","https://openalex.org/W2030639709","https://openalex.org/W2038043779","https://openalex.org/W2039260438","https://openalex.org/W2040546864","https://openalex.org/W2047221353","https://openalex.org/W2057034832","https://openalex.org/W2059512573","https://openalex.org/W2060256944","https://openalex.org/W2097747115","https://openalex.org/W2106595237","https://openalex.org/W2112056172","https://openalex.org/W2119159732","https://openalex.org/W2128061541","https://openalex.org/W2129235726","https://openalex.org/W2134118576","https://openalex.org/W2138621811","https://openalex.org/W2294749418","https://openalex.org/W3101507098","https://openalex.org/W3121542555","https://openalex.org/W4247119837","https://openalex.org/W6631106333"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2105067402"],"abstract_inverted_index":{"The":[0],"emergence":[1],"of":[2,11,123,149,162],"location":[3,68,84,108,135],"sharing":[4,69,85],"services":[5,27,70,86],"is":[6],"rapidly":[7],"accelerating":[8],"the":[9,33,146],"convergence":[10],"our":[12],"online":[13,39],"and":[14,25,35,57,87,104],"offline":[15],"activities.":[16],"In":[17,41],"one":[18],"direction,":[19],"Foursquare,":[20,128],"Google":[21],"Latitude,":[22],"Facebook":[23],"Places,":[24],"related":[26,96,115],"are":[28],"enriching":[29],"real-world":[30],"venues":[31],"with":[32,117],"social":[34],"semantic":[36,147,160],"connections":[37],"among":[38],"users.":[40],"analogy":[42],"to":[43,62,71,143],"how":[44,158],"clickstreams":[45],"have":[46],"been":[47],"successfully":[48],"incorporated":[49,167],"into":[50,168],"traditional":[51,73],"web":[52,170],"ranking":[53],"based":[54],"on":[55,99,153],"content":[56],"link":[58],"analysis,":[59],"we":[60,77,102,129,156],"propose":[61,103],"mine":[63],"traffic":[64,80,91,138],"patterns":[65,81,92,139],"revealed":[66,82],"through":[67,83,133],"augment":[72],"location-based":[74,79,169],"search.":[75,171],"Concretely,":[76],"study":[78,122],"find":[88],"that":[89,111],"these":[90,154],"can":[93,112,140],"identify":[94],"semantically":[95,114],"locations.":[97,151],"Based":[98,152],"this":[100,131],"observation,":[101],"evaluate":[105],"a":[106],"traffic-driven":[107,159],"clustering":[109],"algorithm":[110],"group":[113],"locations":[116,126,163],"high":[118],"confidence.":[119],"Through":[120],"experimental":[121],"12":[124],"million":[125],"from":[127],"extend":[130],"result":[132],"supervised":[134],"categorization,":[136],"wherein":[137],"be":[141,165],"used":[142],"accurately":[144],"predict":[145],"category":[148],"uncategorized":[150],"results,":[155],"show":[157],"organization":[161],"may":[164],"naturally":[166]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}