{"id":"https://openalex.org/W2063704824","doi":"https://doi.org/10.4304/jcp.7.12.3096-3102","title":"Analysis of Browsing Behaviors with Ant Colony Clustering Algorithm","display_name":"Analysis of Browsing Behaviors with Ant Colony Clustering Algorithm","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W2063704824","doi":"https://doi.org/10.4304/jcp.7.12.3096-3102","mag":"2063704824"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.7.12.3096-3102","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.7.12.3096-3102","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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/A5101569679","display_name":"Xiaohua Hu","orcid":"https://orcid.org/0000-0002-4777-3022"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaohua Hu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047449522","display_name":"Tao Mu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tao Mu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036166492","display_name":"Weihui Dai","orcid":"https://orcid.org/0000-0002-9426-5303"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weihui Dai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000219963","display_name":"Hongzhi Hu","orcid":"https://orcid.org/0000-0001-9013-1044"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongzhi Hu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5091755519","display_name":"Genghui Dai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Genghui Dai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1075,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.95303762,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9955999851226807,"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":0.9955999851226807,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9907000064849854,"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":0.7271923422813416},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7067570090293884},{"id":"https://openalex.org/keywords/ant","display_name":"ANT","score":0.5524494051933289},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48668724298477173},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.4701414704322815},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07663354277610779}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7271923422813416},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7067570090293884},{"id":"https://openalex.org/C97467695","wikidata":"https://www.wikidata.org/wiki/Q295802","display_name":"ANT","level":2,"score":0.5524494051933289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48668724298477173},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.4701414704322815},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07663354277610779}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jcp.7.12.3096-3102","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.7.12.3096-3102","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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":13,"referenced_works":["https://openalex.org/W1554436635","https://openalex.org/W1992419399","https://openalex.org/W1996869586","https://openalex.org/W2017234155","https://openalex.org/W2042035594","https://openalex.org/W2063771604","https://openalex.org/W2126554879","https://openalex.org/W2133098435","https://openalex.org/W2142470388","https://openalex.org/W2362365070","https://openalex.org/W2364537111","https://openalex.org/W2387722006","https://openalex.org/W2612166593"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2253992237","https://openalex.org/W624076816","https://openalex.org/W849430572","https://openalex.org/W2285878319","https://openalex.org/W594861393","https://openalex.org/W2991307080","https://openalex.org/W3177044606","https://openalex.org/W4237535716"],"abstract_inverted_index":{"The":[0,89],"characteristics":[1,87],"of":[2,35],"users'":[3],"browsing":[4,78,103],"behaviors":[5],"on":[6,100],"websites":[7],"can":[8],"be":[9],"used":[10],"to":[11,74,84],"analyze":[12,85],"system":[13],"performance":[14],"as":[15,17,81,83],"well":[16,82],"network":[18],"communication,":[19],"understand":[20],"users\u2019":[21,77],"reaction":[22],"and":[23,25,33,50,69,91],"motivation,":[24,31],"build":[26],"adaptive":[27],"websites.":[28],"However,":[29],"the":[30,71,76],"requirement":[32],"experience":[34],"users":[36,95],"may":[37],"dynamically":[38],"change,":[39],"which":[40],"cause":[41],"difficulty":[42],"in":[43,65],"exactly":[44],"refining":[45],"a":[46],"stable":[47],"behavior":[48,79,104],"pattern":[49,67],"describing":[51],"their":[52,86,101],"shifted":[53],"interest.":[54],"This":[55],"paper":[56],"introduces":[57],"an":[58],"optimized":[59],"ant":[60],"colony":[61],"clustering":[62],"algorithm":[63],"(OACA)":[64],"dynamic":[66,106],"discovery,":[68],"explores":[70],"structured":[72],"formula":[73],"describe":[75],"patterns":[80],"adaptively.":[88],"test":[90],"results":[92],"show":[93],"that":[94],"are":[96],"clustered":[97],"accurately":[98],"based":[99],"similar":[102],"from":[105],"Web":[107],"log":[108],"data.":[109]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}