{"id":"https://openalex.org/W1989265129","doi":"https://doi.org/10.1108/17440081011090220","title":"Topic\u2010based web site summarization","display_name":"Topic\u2010based web site summarization","publication_year":2010,"publication_date":"2010-11-20","ids":{"openalex":"https://openalex.org/W1989265129","doi":"https://doi.org/10.1108/17440081011090220","mag":"1989265129"},"language":"en","primary_location":{"id":"doi:10.1108/17440081011090220","is_oa":false,"landing_page_url":"https://doi.org/10.1108/17440081011090220","pdf_url":null,"source":{"id":"https://openalex.org/S145159096","display_name":"International Journal of Web Information Systems","issn_l":"1744-0084","issn":["1744-0084","1744-0092"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web Information Systems","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/A5100715816","display_name":"Yongzheng Zhang","orcid":"https://orcid.org/0009-0000-1077-3849"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yongzheng Zhang","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Halifax, Canada","Faculty of Computer Science Dalhousie University,Halifax,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, Canada","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Faculty of Computer Science Dalhousie University,Halifax,Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013989913","display_name":"Evangelos Milios","orcid":"https://orcid.org/0000-0001-5549-4675"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Evangelos Milios","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Halifax, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008462534","display_name":"A. Nur Zincir\u2010Heywood","orcid":"https://orcid.org/0000-0003-2796-7265"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nur Zincir\u2010Heywood","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Halifax, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, Canada","institution_ids":["https://openalex.org/I129902397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":null,"apc_paid":null,"fwci":0.4663,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72301392,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"6","issue":"4","first_page":"266","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9988999962806702,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9988999962806702,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9980999827384949,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9972000122070312,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9186761379241943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8738974332809448},{"id":"https://openalex.org/keywords/multi-document-summarization","display_name":"Multi-document summarization","score":0.6819301247596741},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6410987377166748},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6371653079986572},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.4579315483570099},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.453675240278244},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.4451238811016083},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4127046763896942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19567453861236572}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9186761379241943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8738974332809448},{"id":"https://openalex.org/C134714966","wikidata":"https://www.wikidata.org/wiki/Q6934448","display_name":"Multi-document summarization","level":3,"score":0.6819301247596741},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6410987377166748},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6371653079986572},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.4579315483570099},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.453675240278244},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.4451238811016083},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4127046763896942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19567453861236572},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/17440081011090220","is_oa":false,"landing_page_url":"https://doi.org/10.1108/17440081011090220","pdf_url":null,"source":{"id":"https://openalex.org/S145159096","display_name":"International Journal of Web Information Systems","issn_l":"1744-0084","issn":["1744-0084","1744-0092"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web Information Systems","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":49,"referenced_works":["https://openalex.org/W47616143","https://openalex.org/W171888312","https://openalex.org/W1486865875","https://openalex.org/W1491446117","https://openalex.org/W1501827958","https://openalex.org/W1566139570","https://openalex.org/W1585610988","https://openalex.org/W1600144774","https://openalex.org/W1651093245","https://openalex.org/W1828830618","https://openalex.org/W1884372994","https://openalex.org/W1963664539","https://openalex.org/W1978255832","https://openalex.org/W1981903647","https://openalex.org/W1983557808","https://openalex.org/W1986133286","https://openalex.org/W1986429008","https://openalex.org/W2012057220","https://openalex.org/W2024013984","https://openalex.org/W2034283681","https://openalex.org/W2049107599","https://openalex.org/W2052621018","https://openalex.org/W2054480358","https://openalex.org/W2060772621","https://openalex.org/W2067879405","https://openalex.org/W2076832658","https://openalex.org/W2077840532","https://openalex.org/W2081687495","https://openalex.org/W2083211820","https://openalex.org/W2096700676","https://openalex.org/W2102549231","https://openalex.org/W2102831150","https://openalex.org/W2107950031","https://openalex.org/W2116456596","https://openalex.org/W2131345120","https://openalex.org/W2138621811","https://openalex.org/W2138954094","https://openalex.org/W2145311040","https://openalex.org/W2148374900","https://openalex.org/W2170758876","https://openalex.org/W2435251607","https://openalex.org/W2789878725","https://openalex.org/W4285719527","https://openalex.org/W4303411123","https://openalex.org/W6628983414","https://openalex.org/W6637231022","https://openalex.org/W6638437678","https://openalex.org/W6675912320","https://openalex.org/W6764688901"],"related_works":["https://openalex.org/W3164984162","https://openalex.org/W2104677027","https://openalex.org/W2902627734","https://openalex.org/W2112885393","https://openalex.org/W2065541085","https://openalex.org/W2785821657","https://openalex.org/W2173208124","https://openalex.org/W2568827738","https://openalex.org/W1990695371","https://openalex.org/W2365100044"],"abstract_inverted_index":{"Purpose":[0],"Summarization":[1],"of":[2,24,127,180,189,223,241],"an":[3],"entire":[4],"web":[5,54,101,115,154,162,191,200],"site":[6,55,102,201],"with":[7,77,111],"diverse":[8],"content":[9,155,226],"may":[10],"lead":[11],"to":[12,28,34,176,227,237],"a":[13,30,53,72,124],"summary":[14],"heavily":[15],"biased":[16],"towards":[17],"the":[18,48,59,78,88,94,99,177,204,221,239],"site's":[19],"dominant":[20],"topics.":[21],"The":[22,44,66,83,147,169],"purpose":[23],"this":[25,36,142],"paper":[26],"is":[27,42,69,117,130,157,235],"present":[29],"novel":[31],"topic\u2010based":[32,228],"framework":[33,41,172],"address":[35],"problem.":[37],"Design/methodology/approach":[38],"A":[39,232],"two\u2010stage":[40],"proposed.":[43],"first":[45,205],"stage":[46,61],"identifies":[47],"main":[49],"topics":[50],"covered":[51],"in":[52,98,141],"via":[56],"clustering":[57,106,136],"and":[58,75,184,210,215,225],"second":[60],"summarizes":[62],"each":[63],"topic":[64],"separately.":[65],"proposed":[67,148,170],"system":[68],"evaluated":[70],"by":[71],"user":[73,84],"study":[74,85,143],"compared":[76],"single\u2010topic":[79],"summarization":[80,96,103,171,202,229],"approach.":[81],"Findings":[82],"demonstrates":[86],"that":[87,156],"clustering\u2010summarization":[89],"approach":[90,97,234],"statistically":[91],"significantly":[92],"outperforms":[93],"plain":[95],"multi\u2010topic":[100],"task.":[104],"Text\u2010based":[105],"based":[107],"on":[108,153],"selecting":[109],"features":[110],"high":[112],"variance":[113],"over":[114],"pages":[116],"reliable;":[118],"outgoing":[119],"links":[120,129,224],"are":[121,144,197],"useful":[122],"if":[123],"rich":[125],"set":[126],"cross":[128],"available.":[131],"Research":[132],"limitations/implications":[133],"More":[134],"sophisticated":[135],"methods":[137],"than":[138,160],"those":[139],"used":[140,236],"worth":[145],"investigating.":[146],"method":[149],"should":[150],"be":[151,174],"tested":[152],"less":[158],"structured":[159],"organizational":[161],"sites,":[163],"for":[164,199,203],"example":[165],"blogs.":[166],"Practical":[167],"implications":[168],"can":[173],"applied":[175],"effective":[178],"organization":[179],"search":[181],"engine":[182],"results":[183],"faceted":[185],"or":[186],"topical":[187],"browsing":[188],"large":[190],"sites.":[192],"Originality/value":[193],"Several":[194],"key":[195,213,216],"components":[196],"integrated":[198],"time,":[206],"including":[207],"feature":[208],"selection":[209],"link":[211],"analysis,":[212],"phrase":[214],"sentence":[217],"extraction.":[218],"Insight":[219],"into":[220],"contributions":[222],"was":[230],"gained.":[231],"classification":[233],"minimize":[238],"number":[240],"parameters.":[242]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
