{"id":"https://openalex.org/W2811271154","doi":"https://doi.org/10.1109/access.2018.2850376","title":"A Personalized Group-Based Recommendation Approach for Web Search in E-Learning","display_name":"A Personalized Group-Based Recommendation Approach for Web Search in E-Learning","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2811271154","doi":"https://doi.org/10.1109/access.2018.2850376","mag":"2811271154"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2850376","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2850376","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2850376","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053966452","display_name":"Mohammad Mustaneer Rahman","orcid":"https://orcid.org/0000-0002-2687-0210"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammad Mustaneer Rahman","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059150450","display_name":"Nor Aniza Abdullah","orcid":"https://orcid.org/0000-0001-6218-8772"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nor Aniza Abdullah","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-6218-8772","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":13.1594,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.98691889,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"34166","last_page":"34178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T11122","display_name":"Online Learning and Analytics","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.984000027179718,"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":0.7889386415481567},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.7146612405776978},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6700757145881653},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.6339460015296936},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5864934921264648},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.5612537860870361},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5378308892250061},{"id":"https://openalex.org/keywords/personalized-search","display_name":"Personalized search","score":0.500516414642334},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.44567349553108215},{"id":"https://openalex.org/keywords/search-engine-optimization","display_name":"Search engine optimization","score":0.4303722381591797},{"id":"https://openalex.org/keywords/search-analytics","display_name":"Search analytics","score":0.4248313903808594},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.24149847030639648}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7889386415481567},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.7146612405776978},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6700757145881653},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.6339460015296936},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5864934921264648},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.5612537860870361},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5378308892250061},{"id":"https://openalex.org/C2776945383","wikidata":"https://www.wikidata.org/wiki/Q7170667","display_name":"Personalized search","level":3,"score":0.500516414642334},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.44567349553108215},{"id":"https://openalex.org/C178218473","wikidata":"https://www.wikidata.org/wiki/Q180711","display_name":"Search engine optimization","level":3,"score":0.4303722381591797},{"id":"https://openalex.org/C14838553","wikidata":"https://www.wikidata.org/wiki/Q7441639","display_name":"Search analytics","level":4,"score":0.4248313903808594},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.24149847030639648},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2018.2850376","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2850376","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.um.edu.my:20968","is_oa":false,"landing_page_url":"http://eprints.um.edu.my/20968/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400330","display_name":"The University of Malaya Research Repository (University of Malaya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I33849332","host_organization_name":"University of Malaya","host_organization_lineage":["https://openalex.org/I33849332"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:7be70a68753c4a3583d7ad924d886d23","is_oa":true,"landing_page_url":"https://doaj.org/article/7be70a68753c4a3583d7ad924d886d23","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 34166-34178 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2850376","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2850376","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1694326783","display_name":null,"funder_award_id":"RP032D-16SBS","funder_id":"https://openalex.org/F4320322604","funder_display_name":"Universiti Malaya"}],"funders":[{"id":"https://openalex.org/F4320322604","display_name":"Universiti Malaya","ror":"https://ror.org/00rzspn62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W61984017","https://openalex.org/W129824212","https://openalex.org/W1548756219","https://openalex.org/W1710333953","https://openalex.org/W1791587663","https://openalex.org/W1972062581","https://openalex.org/W1972076305","https://openalex.org/W1981803159","https://openalex.org/W1984388619","https://openalex.org/W1986984999","https://openalex.org/W1988119504","https://openalex.org/W1990387666","https://openalex.org/W1994828125","https://openalex.org/W1995835534","https://openalex.org/W2000270827","https://openalex.org/W2001168787","https://openalex.org/W2010993922","https://openalex.org/W2021735564","https://openalex.org/W2030298630","https://openalex.org/W2030808931","https://openalex.org/W2042113126","https://openalex.org/W2049496870","https://openalex.org/W2051134472","https://openalex.org/W2065108642","https://openalex.org/W2074424102","https://openalex.org/W2077249803","https://openalex.org/W2080215571","https://openalex.org/W2088172357","https://openalex.org/W2090190576","https://openalex.org/W2091081949","https://openalex.org/W2095976990","https://openalex.org/W2096569231","https://openalex.org/W2096946253","https://openalex.org/W2097345786","https://openalex.org/W2122841972","https://openalex.org/W2125055259","https://openalex.org/W2127194912","https://openalex.org/W2135972296","https://openalex.org/W2140686056","https://openalex.org/W2146178281","https://openalex.org/W2147823173","https://openalex.org/W2148503036","https://openalex.org/W2162283255","https://openalex.org/W2165476871","https://openalex.org/W2165929205","https://openalex.org/W2170974034","https://openalex.org/W2171392812","https://openalex.org/W2172118809","https://openalex.org/W2189581937","https://openalex.org/W2318210265","https://openalex.org/W2519324497","https://openalex.org/W2790183882","https://openalex.org/W2908054697","https://openalex.org/W4240446746","https://openalex.org/W6632890497","https://openalex.org/W6687321740"],"related_works":["https://openalex.org/W3100478181","https://openalex.org/W4372346753","https://openalex.org/W2751687998","https://openalex.org/W2998243402","https://openalex.org/W2606161989","https://openalex.org/W3096650445","https://openalex.org/W2253117853","https://openalex.org/W2996068529","https://openalex.org/W2272040923","https://openalex.org/W2763506705"],"abstract_inverted_index":{"The":[0,116],"unprecedented":[1],"growth":[2],"of":[3,11,25,61,73,82,106,134],"the":[4,18,36,45,58,64,71,74,80,94,139],"Internet,":[5],"its":[6,83],"pervasive":[7],"accessibility,":[8],"and":[9,23,49,114,136],"ease":[10],"use":[12],"have":[13],"increased":[14],"students'":[15,111],"dependencies":[16],"on":[17,35],"Web":[19,75,100],"for":[20,51,138],"quick":[21],"search":[22,30,66,76,101,107],"retrieval":[24],"learning":[26,47,53,87,112],"resources.":[27],"However,":[28],"current":[29],"engines":[31,77,102],"tend":[32],"to":[33,92,98],"rely":[34],"correct":[37],"keywords.":[38],"This":[39,68,89],"excludes":[40],"other":[41],"characteristics,":[42],"such":[43],"as":[44],"individual's":[46],"capability":[48],"readiness":[50],"specific":[52],"materials.":[54],"As":[55],"a":[56,129],"result,":[57],"same":[59,65],"set":[60],"search-keywords":[62],"delivers":[63],"results.":[67],"situation":[69],"hinders":[70],"optimization":[72],"in":[78,85,132],"supporting":[79],"heterogeneity":[81],"users":[84],"their":[86],"endeavors.":[88],"paper":[90],"aims":[91],"address":[93],"issue.":[95],"It":[96],"attempts":[97],"augment":[99],"with":[103],"personalized":[104],"recommendations":[105],"results":[108,117],"which":[109],"match":[110],"competencies":[113],"behaviors.":[115],"drawn":[118],"from":[119],"our":[120,124],"experiments":[121],"suggest":[122],"that":[123],"novel":[125],"approach":[126],"can":[127],"provide":[128],"notable":[130],"improvement":[131],"terms":[133],"performance":[135],"satisfaction":[137],"students.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":12}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
