{"id":"https://openalex.org/W2295139555","doi":"https://doi.org/10.3233/wia-140302","title":"Web usage mining based recommender systems using implicit heterogeneous data","display_name":"Web usage mining based recommender systems using implicit heterogeneous data","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2295139555","doi":"https://doi.org/10.3233/wia-140302","mag":"2295139555"},"language":"en","primary_location":{"id":"doi:10.3233/wia-140302","is_oa":false,"landing_page_url":"https://doi.org/10.3233/wia-140302","pdf_url":null,"source":{"id":"https://openalex.org/S152598483","display_name":"Web Intelligence and Agent Systems An International Journal","issn_l":"1570-1263","issn":["1570-1263","1875-9289"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Web Intelligence and Agent Systems: An International Journal","raw_type":"journal-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/A5076639190","display_name":"Shafiq Alam","orcid":"https://orcid.org/0000-0002-9566-8040"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Shafiq Alam","raw_affiliation_strings":["38 Princes Street, Auckland 1010, New Zealand. E-mail: {gill,ykoh,pat}@cs.auckland.ac.nz"],"affiliations":[{"raw_affiliation_string":"38 Princes Street, Auckland 1010, New Zealand. E-mail: {gill,ykoh,pat}@cs.auckland.ac.nz","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016115576","display_name":"Gillian Dobbie","orcid":"https://orcid.org/0000-0001-7245-0367"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Gillian Dobbie","raw_affiliation_strings":["38 Princes Street, Auckland 1010, New Zealand. E-mail: {gill,ykoh,pat}@cs.auckland.ac.nz"],"affiliations":[{"raw_affiliation_string":"38 Princes Street, Auckland 1010, New Zealand. E-mail: {gill,ykoh,pat}@cs.auckland.ac.nz","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017570709","display_name":"Yun Sing Koh","orcid":"https://orcid.org/0000-0001-7256-4049"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Yun Sing Koh","raw_affiliation_strings":["38 Princes Street, Auckland 1010, New Zealand. E-mail: {gill,ykoh,pat}@cs.auckland.ac.nz"],"affiliations":[{"raw_affiliation_string":"38 Princes Street, Auckland 1010, New Zealand. E-mail: {gill,ykoh,pat}@cs.auckland.ac.nz","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028387093","display_name":"Patricia Riddle","orcid":"https://orcid.org/0000-0001-8616-0053"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Patricia Riddle","raw_affiliation_strings":["38 Princes Street, Auckland 1010, New Zealand. E-mail: {gill,ykoh,pat}@cs.auckland.ac.nz"],"affiliations":[{"raw_affiliation_string":"38 Princes Street, Auckland 1010, New Zealand. E-mail: {gill,ykoh,pat}@cs.auckland.ac.nz","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076639190"],"corresponding_institution_ids":["https://openalex.org/I154130895"],"apc_list":null,"apc_paid":null,"fwci":1.5778,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88965405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"12","issue":"4","first_page":"389","last_page":"409"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9930999875068665,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8432887196540833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7997466325759888},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.5973970890045166},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5340797901153564},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5053265690803528},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.4837091565132141},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42225685715675354},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32721614837646484},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.20975250005722046}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8432887196540833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7997466325759888},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.5973970890045166},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5340797901153564},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5053265690803528},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4837091565132141},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42225685715675354},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32721614837646484},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.20975250005722046}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/wia-140302","is_oa":false,"landing_page_url":"https://doi.org/10.3233/wia-140302","pdf_url":null,"source":{"id":"https://openalex.org/S152598483","display_name":"Web Intelligence and Agent Systems An International Journal","issn_l":"1570-1263","issn":["1570-1263","1875-9289"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Web Intelligence and Agent Systems: An International Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W47018920","https://openalex.org/W76153789","https://openalex.org/W164460226","https://openalex.org/W603456503","https://openalex.org/W1576426930","https://openalex.org/W1581292574","https://openalex.org/W1593392227","https://openalex.org/W1975042433","https://openalex.org/W1989828486","https://openalex.org/W2026091747","https://openalex.org/W2040628945","https://openalex.org/W2059218837","https://openalex.org/W2063771604","https://openalex.org/W2080950999","https://openalex.org/W2105286915","https://openalex.org/W2143517586","https://openalex.org/W2152195021","https://openalex.org/W2158844415","https://openalex.org/W2165299997","https://openalex.org/W2171960770","https://openalex.org/W2230038616","https://openalex.org/W2341865734","https://openalex.org/W2590212966","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W4386781444","https://openalex.org/W3092950680","https://openalex.org/W2150182025","https://openalex.org/W4246980185","https://openalex.org/W4317039510","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846","https://openalex.org/W3125580266","https://openalex.org/W44246808"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"have":[2],"become":[3],"one":[4],"of":[5,36],"the":[6,27,33,37],"necessary":[7],"tools":[8],"to":[9],"help":[10],"a":[11,15],"web":[12],"user":[13],"find":[14],"potentially":[16],"interesting":[17],"resource":[18],"based":[19,31],"on":[20,32],"their":[21],"preferences.":[22],"In":[23],"implicit":[24,34],"recommender":[25],"systems,":[26],"recommendations":[28],"are":[29],"made":[30],"information":[35],"w":[38]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}