{"id":"https://openalex.org/W1975767384","doi":"https://doi.org/10.1145/1089551.1089606","title":"E-commerce intelligent agent","display_name":"E-commerce intelligent agent","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W1975767384","doi":"https://doi.org/10.1145/1089551.1089606","mag":"1975767384"},"language":"en","primary_location":{"id":"doi:10.1145/1089551.1089606","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1089551.1089606","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th international conference on Electronic commerce - ICEC '05","raw_type":"proceedings-article"},"type":"conference-abstract","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/A5046925206","display_name":"Anongnart Srivihok","orcid":"https://orcid.org/0000-0003-3795-8426"},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Anongnart Srivihok","raw_affiliation_strings":["Kasetsart University, Bangkok","Kasetsart University; Bangkok"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kasetsart University, Bangkok","institution_ids":["https://openalex.org/I198105771"]},{"raw_affiliation_string":"Kasetsart University; Bangkok","institution_ids":["https://openalex.org/I198105771"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069035105","display_name":"Pisit Sukonmanee","orcid":null},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pisit Sukonmanee","raw_affiliation_strings":["Kasetsart University, Bangkok","Kasetsart University; Bangkok"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kasetsart University, Bangkok","institution_ids":["https://openalex.org/I198105771"]},{"raw_affiliation_string":"Kasetsart University; Bangkok","institution_ids":["https://openalex.org/I198105771"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I198105771"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9435999989509583,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9435999989509583,"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/T12384","display_name":"Customer churn and segmentation","score":0.9380000233650208,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9307000041007996,"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/computer-science","display_name":"Computer science","score":0.6701577305793762},{"id":"https://openalex.org/keywords/intelligent-agent","display_name":"Intelligent agent","score":0.5501981377601624},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.4647507071495056},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32644861936569214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24328288435935974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6701577305793762},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.5501981377601624},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.4647507071495056},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32644861936569214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24328288435935974}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1089551.1089606","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1089551.1089606","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th international conference on Electronic commerce - ICEC '05","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4300000071525574,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1515851193","https://openalex.org/W2009995618","https://openalex.org/W2012516036","https://openalex.org/W2086800074","https://openalex.org/W2162077280"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W4395014643","https://openalex.org/W2108086216","https://openalex.org/W1515650145"],"abstract_inverted_index":{"Recently":[0],"information":[1,39,69,75,132,217],"technology":[2],"(IT)":[3],"plays":[4],"a":[5,60],"significant":[6],"role":[7],"in":[8,14,108,122,218,224,230],"business":[9],"environment,":[10],"enterprises":[11],"use":[12],"IT":[13],"the":[15,74,78,84,127,160,190,193,202,208,219],"competitive":[16],"world":[17],"market.":[18],"Web":[19],"personalization":[20],"and":[21,31,37,48,93,140,152,188,198,215],"one":[22,24,123],"to":[23,55,66,88,98,125,158,177],"marketing":[25,32],"have":[26],"been":[27],"introduced":[28],"as":[29,227,229],"strategy":[30],"tools.":[33],"By":[34],"using":[35,107,134],"historical":[36],"present":[38],"of":[40,130,163,192,201,221],"customers,":[41],"organizations":[42],"can":[43],"learn,":[44],"predict":[45],"customer's":[46],"behaviors":[47,92,151],"develop":[49,178],"products":[50,97],"or":[51],"services":[52],"best":[53],"suited":[54],"potential":[56],"customers.In":[57],"this":[58,109,170],"study,":[59],"Personalized":[61],"Support":[62,180],"System":[63],"is":[64,117,175],"suggested":[65],"manage":[67],"traveling":[68],"for":[70],"user.":[71,166],"It":[72],"provides":[73],"that":[76,173],"matches":[77],"users'":[79],"interests.":[80,101],"This":[81,211],"system":[82,204],"applies":[83],"Q":[85],"Learning":[86],"algorithm":[87],"analyze,":[89],"learn":[90],"customer":[91,100],"then":[94],"it":[95,174],"recommend":[96],"meet":[99],"There":[102],"are":[103,205],"two":[104],"learning":[105,118],"approaches":[106],"study.":[110],"First,":[111],"Personalization":[112,143],"Learner":[113,144],"by":[114,133,145],"Cluster":[115],"Properties":[116],"from":[119,169],"all":[120],"users":[121],"cluster":[124,128],"find":[126,159],"interests":[129],"travel":[131],"given":[135],"data":[136],"on":[137],"user":[138,148,150],"ages":[139],"genders.":[141],"Second,":[142],"User":[146],"Behavior:":[147],"profile,":[149],"trip":[153,184],"features":[154,185],"will":[155],"be":[156],"analyzed":[157],"unique":[161],"interest":[162],"each":[164],"web":[165,222],"The":[167],"results":[168],"study":[171,212],"reveal":[172],"possible":[176],"Personalised":[179],"System.":[181],"Using":[182],"weighted":[183],"improve":[186],"effectiveness":[187],"increase":[189],"accuracy":[191],"personalized":[194],"engine.":[195],"Precision,":[196],"Recall":[197],"Harmonic":[199],"Mean":[200],"learned":[203],"higher":[206],"than":[207],"original":[209],"one.":[210],"offers":[213],"new":[214],"fruitful":[216],"areas":[220],"personalisation":[223],"tourist":[225],"industry":[226],"well":[228],"e-Commerce.":[231]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}