{"id":"https://openalex.org/W1981081578","doi":"https://doi.org/10.1007/s10115-004-0194-1","title":"Generative model-based document clustering: a comparative study","display_name":"Generative model-based document clustering: a comparative study","publication_year":2005,"publication_date":"2005-02-09","ids":{"openalex":"https://openalex.org/W1981081578","doi":"https://doi.org/10.1007/s10115-004-0194-1","mag":"1981081578"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-004-0194-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-004-0194-1","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and 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/A5101468353","display_name":"Shi Zhong","orcid":"https://orcid.org/0000-0002-9924-1802"},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shi Zhong","raw_affiliation_strings":["Department of Computer Science and Engineering, Florida Atlantic University, Boca Raton, FL, USA","[Department of Computer Science & Engineering, Florida Atlantic University, Boca Raton, FL, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Florida Atlantic University, Boca Raton, FL, USA","institution_ids":["https://openalex.org/I63772739"]},{"raw_affiliation_string":"[Department of Computer Science & Engineering, Florida Atlantic University, Boca Raton, FL, USA]","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103071668","display_name":"Joydeep Ghosh","orcid":"https://orcid.org/0000-0002-7366-3548"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joydeep Ghosh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Texas at Austin, Austin, TX, USA","[Department of Electrical and Computer Engineering, University of Texas at Austin, Austin , TX, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Texas at Austin, Austin, TX, USA","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"[Department of Electrical and Computer Engineering, University of Texas at Austin, Austin , TX, USA]","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101468353"],"corresponding_institution_ids":["https://openalex.org/I63772739"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":20.0946,"has_fulltext":false,"cited_by_count":247,"citation_normalized_percentile":{"value":0.9935284,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"8","issue":"3","first_page":"374","last_page":"384"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9983999729156494,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9983999729156494,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9955000281333923,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.991100013256073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.714102029800415},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6557694673538208},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6406628489494324},{"id":"https://openalex.org/keywords/multinomial-distribution","display_name":"Multinomial distribution","score":0.601889967918396},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4647141695022583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4639059901237488},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.46057984232902527},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4424334764480591},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4334254264831543},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4268541634082794},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4169953465461731},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4121851325035095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19651219248771667},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14022111892700195},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13424310088157654}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.714102029800415},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6557694673538208},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6406628489494324},{"id":"https://openalex.org/C192065140","wikidata":"https://www.wikidata.org/wiki/Q1147928","display_name":"Multinomial distribution","level":2,"score":0.601889967918396},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4647141695022583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4639059901237488},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.46057984232902527},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4424334764480591},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4334254264831543},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4268541634082794},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4169953465461731},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4121851325035095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19651219248771667},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14022111892700195},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13424310088157654}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10115-004-0194-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-004-0194-1","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.86.654","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.86.654","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.fau.edu/~zhong/papers/ml05zhong.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.93.6046","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.93.6046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.fau.edu/~zhong/papers/comptext2.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W113396932","https://openalex.org/W181283514","https://openalex.org/W200434350","https://openalex.org/W1486632395","https://openalex.org/W1501500081","https://openalex.org/W1522930108","https://openalex.org/W1550206324","https://openalex.org/W1574845294","https://openalex.org/W1611682757","https://openalex.org/W1651093245","https://openalex.org/W1699498167","https://openalex.org/W1790954942","https://openalex.org/W1921984393","https://openalex.org/W1956559956","https://openalex.org/W1995639191","https://openalex.org/W1996764654","https://openalex.org/W2016309114","https://openalex.org/W2036987424","https://openalex.org/W2049633694","https://openalex.org/W2050109298","https://openalex.org/W2053043119","https://openalex.org/W2060314721","https://openalex.org/W2070232376","https://openalex.org/W2071664212","https://openalex.org/W2082503527","https://openalex.org/W2087962968","https://openalex.org/W2114473842","https://openalex.org/W2121853761","https://openalex.org/W2122520221","https://openalex.org/W2123504323","https://openalex.org/W2126599826","https://openalex.org/W2127042504","https://openalex.org/W2127097022","https://openalex.org/W2127218421","https://openalex.org/W2130891992","https://openalex.org/W2133576408","https://openalex.org/W2137843911","https://openalex.org/W2146598701","https://openalex.org/W2147830002","https://openalex.org/W2148603752","https://openalex.org/W2149148023","https://openalex.org/W2149521737","https://openalex.org/W2155942458","https://openalex.org/W2162161511","https://openalex.org/W2165874743","https://openalex.org/W2171009857","https://openalex.org/W2905505698","https://openalex.org/W2914866334","https://openalex.org/W2963673689","https://openalex.org/W2999431506","https://openalex.org/W3139328003","https://openalex.org/W4285719527","https://openalex.org/W4289256549"],"related_works":["https://openalex.org/W2987280934","https://openalex.org/W2093104230","https://openalex.org/W4390874210","https://openalex.org/W4384918963","https://openalex.org/W4365211920","https://openalex.org/W2128027845","https://openalex.org/W4386184937","https://openalex.org/W3014948380","https://openalex.org/W2751624083","https://openalex.org/W4241564561"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":19},{"year":2012,"cited_by_count":23}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
