{"id":"https://openalex.org/W2035553009","doi":"https://doi.org/10.1145/2095536.2095570","title":"Semantically enhanced matchmaking of consumers and providers","display_name":"Semantically enhanced matchmaking of consumers and providers","publication_year":2011,"publication_date":"2011-12-05","ids":{"openalex":"https://openalex.org/W2035553009","doi":"https://doi.org/10.1145/2095536.2095570","mag":"2035553009"},"language":"en","primary_location":{"id":"doi:10.1145/2095536.2095570","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2095536.2095570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services","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/A5058291722","display_name":"Freddy Poon","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Freddy Poon","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091508585","display_name":"Thomas K. Chin","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Thomas Chin","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051370764","display_name":"Matt Bentrovato","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Matt Bentrovato","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112376613","display_name":"Omair Shafiq","orcid":"https://orcid.org/0000-0002-1859-8296"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Omair Shafiq","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018256607","display_name":"Alan Chen","orcid":"https://orcid.org/0000-0001-8246-2935"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alan Chen","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073908534","display_name":"Flouris Triant","orcid":null},"institutions":[{"id":"https://openalex.org/I25055547","display_name":"Hellenic American University","ror":"https://ror.org/0423r3m86","country_code":"US","type":"education","lineage":["https://openalex.org/I25055547"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Flouris Triant","raw_affiliation_strings":["Hellenic American University, Manchester, NH","Hellenic American University, Manchester, NH#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hellenic American University, Manchester, NH","institution_ids":["https://openalex.org/I25055547"]},{"raw_affiliation_string":"Hellenic American University, Manchester, NH#TAB#","institution_ids":["https://openalex.org/I25055547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020310155","display_name":"Jon Rokne","orcid":"https://orcid.org/0000-0002-3439-2917"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jon Rokne","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066265052","display_name":"Reda Alhajj","orcid":"https://orcid.org/0000-0001-6657-9738"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I25055547","display_name":"Hellenic American University","ror":"https://ror.org/0423r3m86","country_code":"US","type":"education","lineage":["https://openalex.org/I25055547"]},{"id":"https://openalex.org/I904090387","display_name":"Global University","ror":"https://ror.org/04frhb927","country_code":"LB","type":"education","lineage":["https://openalex.org/I904090387"]}],"countries":["CA","LB","US"],"is_corresponding":false,"raw_author_name":"Reda Alhajj","raw_affiliation_strings":["University of Calgary, Calgary, Alberta, Canada, and Hellenic American University, Manchester, NH, and Global University, Beirut, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Calgary, Alberta, Canada, and Hellenic American University, Manchester, NH, and Global University, Beirut, Lebanon","institution_ids":["https://openalex.org/I25055547","https://openalex.org/I904090387","https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09757974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"188","issue":null,"first_page":"198","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6869683861732483},{"id":"https://openalex.org/keywords/disadvantage","display_name":"Disadvantage","score":0.6616851091384888},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.5790886878967285},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.55446457862854},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.47280353307724},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45552098751068115},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.4472620189189911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.429703950881958}],"concepts":[{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6869683861732483},{"id":"https://openalex.org/C2777673361","wikidata":"https://www.wikidata.org/wiki/Q5281228","display_name":"Disadvantage","level":2,"score":0.6616851091384888},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.5790886878967285},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.55446457862854},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.47280353307724},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45552098751068115},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.4472620189189911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.429703950881958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2095536.2095570","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2095536.2095570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W55841286","https://openalex.org/W106850508","https://openalex.org/W142178240","https://openalex.org/W166520722","https://openalex.org/W176304050","https://openalex.org/W387168707","https://openalex.org/W1007032528","https://openalex.org/W1494643504","https://openalex.org/W1519696843","https://openalex.org/W1553229631","https://openalex.org/W1555563750","https://openalex.org/W1591768831","https://openalex.org/W1791430325","https://openalex.org/W1972353781","https://openalex.org/W2027975836","https://openalex.org/W2117085788","https://openalex.org/W2121723702","https://openalex.org/W2147032551","https://openalex.org/W2153538002","https://openalex.org/W3146347964","https://openalex.org/W3192290435","https://openalex.org/W4249572323","https://openalex.org/W6602218286","https://openalex.org/W6604388105","https://openalex.org/W6605812883","https://openalex.org/W6629560463","https://openalex.org/W6631144339","https://openalex.org/W6677150758","https://openalex.org/W6912992434"],"related_works":["https://openalex.org/W2376381135","https://openalex.org/W2788891846","https://openalex.org/W2362400792","https://openalex.org/W2355688170","https://openalex.org/W2367036347","https://openalex.org/W1557265214","https://openalex.org/W2621268253","https://openalex.org/W2390116169","https://openalex.org/W2383875703","https://openalex.org/W4214499206"],"abstract_inverted_index":{"Matchmaking":[0],"services":[1,42,159],"connecting":[2],"consumers":[3,150,184],"and":[4,26,82,102,140,179],"providers":[5],"on":[6],"the":[7,17,29,37,54,69,77,83,86,97,110,115,135,143,149,176],"internet":[8,55,62],"have":[9,60],"become":[10,109],"phenomenally":[11],"important":[12],"in":[13,28,68,114],"today's":[14],"world.":[15],"Whereas":[16],"matchmaking":[18,158],"was":[19],"by":[20],"traditional":[21,78,98],"media":[22],"such":[23],"as":[24,47,169],"print":[25],"television":[27],"past":[30],"it":[31],"is":[32,90],"now":[33],"expected":[34],"to":[35,43,125,129,174,185],"include":[36],"internet.":[38],"Consumers":[39,120],"expect":[40],"these":[41],"be":[44,51,138],"readily":[45],"available":[46],"this":[48],"can":[49,137],"only":[50],"accomplished":[52],"via":[53],"Providers":[56],"that":[57],"do":[58,122,153],"not":[59,123],"an":[61],"presence":[63],"are":[64,160,171],"therefore":[65],"severely":[66],"disadvantage":[67],"competition":[70],"for":[71,166,183],"customers":[72],"(consumers).":[73],"The":[74],"decline":[75],"of":[76,85,94,105,118,145,164],"physical":[79],"music":[80,112,136],"store":[81,89],"ascendancy":[84],"virtual":[87],"iTunes":[88],"a":[91,161],"perfect":[92],"example":[93],"this.":[95],"As":[96],"stores":[99],"go":[100,103],"bankrupt":[101],"out":[104],"business":[106],"has":[107],"also":[108],"largest":[111],"retailer":[113],"United":[116],"States":[117],"America.":[119],"simply":[121],"want":[124],"spend":[126],"extra":[127],"energy":[128],"get":[130],"what":[131],"they":[132,170],"want.":[133],"If":[134],"purchased":[139],"downloaded":[141],"from":[142],"comfort":[144],"their":[146,188],"own":[147],"home,":[148],"(customers)":[151],"will":[152],"just":[154],"that.":[155],"Therefore":[156],"online":[157],"hot":[162],"topic":[163],"discussion":[165],"many":[167],"companies,":[168],"finding":[172],"ways":[173],"provide":[175],"fastest,":[177],"cheapest":[178],"most":[180],"efficient":[181],"methods":[182],"easily":[186],"access":[187],"services.":[189]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}