{"id":"https://openalex.org/W2065081218","doi":"https://doi.org/10.1142/s0219467802000536","title":"LARGE-SCALE MINING, DISCOVERY AND VISUALIZATION OF WWW USER CLICKPATHS","display_name":"LARGE-SCALE MINING, DISCOVERY AND VISUALIZATION OF WWW USER CLICKPATHS","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2065081218","doi":"https://doi.org/10.1142/s0219467802000536","mag":"2065081218"},"language":"en","primary_location":{"id":"doi:10.1142/s0219467802000536","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219467802000536","pdf_url":null,"source":{"id":"https://openalex.org/S60080701","display_name":"International Journal of Image and Graphics","issn_l":"0219-4678","issn":["0219-4678","1793-6756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Image and Graphics","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/A5023805928","display_name":"Brendan Kitts","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151810","display_name":"Vignet (United States)","ror":"https://ror.org/04xem0k66","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"BRENDAN KITTS","raw_affiliation_strings":["Vignette Corporation,  230 Third Avenue, Waltham, MA 02451, USA","Vignette Corporation, 230 Third Avenue, Waltham, MA 02451, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vignette Corporation,  230 Third Avenue, Waltham, MA 02451, USA","institution_ids":["https://openalex.org/I4210151810"]},{"raw_affiliation_string":"Vignette Corporation, 230 Third Avenue, Waltham, MA 02451, USA","institution_ids":["https://openalex.org/I4210151810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013848040","display_name":"Kevin N. Hetherington-Young","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151810","display_name":"Vignet (United States)","ror":"https://ror.org/04xem0k66","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"KEVIN HETHERINGTON-YOUNG","raw_affiliation_strings":["Vignette Corporation,  230 Third Avenue, Waltham, MA 02451, USA","Vignette Corporation, 230 Third Avenue, Waltham, MA 02451, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vignette Corporation,  230 Third Avenue, Waltham, MA 02451, USA","institution_ids":["https://openalex.org/I4210151810"]},{"raw_affiliation_string":"Vignette Corporation, 230 Third Avenue, Waltham, MA 02451, USA","institution_ids":["https://openalex.org/I4210151810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040661043","display_name":"Martin Vrieze","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151810","display_name":"Vignet (United States)","ror":"https://ror.org/04xem0k66","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MARTIN VRIEZE","raw_affiliation_strings":["Vignette Corporation,  230 Third Avenue, Waltham, MA 02451, USA","Vignette Corporation, 230 Third Avenue, Waltham, MA 02451, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vignette Corporation,  230 Third Avenue, Waltham, MA 02451, USA","institution_ids":["https://openalex.org/I4210151810"]},{"raw_affiliation_string":"Vignette Corporation, 230 Third Avenue, Waltham, MA 02451, USA","institution_ids":["https://openalex.org/I4210151810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210151810"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.12573592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"02","issue":"01","first_page":"21","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7825170755386353},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6567046642303467},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.5318068265914917},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5166028738021851},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.509605884552002},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4827127158641815},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.4753403663635254},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46181830763816833},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4555477201938629},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44803640246391296},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.44636839628219604},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4254830777645111},{"id":"https://openalex.org/keywords/data-exploration","display_name":"Data exploration","score":0.42471861839294434},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41420334577560425},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.41374433040618896},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.40915626287460327},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3994041681289673},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.14873027801513672},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.13930580019950867}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7825170755386353},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6567046642303467},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.5318068265914917},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5166028738021851},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.509605884552002},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4827127158641815},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.4753403663635254},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46181830763816833},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4555477201938629},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44803640246391296},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.44636839628219604},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4254830777645111},{"id":"https://openalex.org/C2780977526","wikidata":"https://www.wikidata.org/wiki/Q42417149","display_name":"Data exploration","level":3,"score":0.42471861839294434},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41420334577560425},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.41374433040618896},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.40915626287460327},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3994041681289673},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.14873027801513672},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.13930580019950867},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0219467802000536","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219467802000536","pdf_url":null,"source":{"id":"https://openalex.org/S60080701","display_name":"International Journal of Image and Graphics","issn_l":"0219-4678","issn":["0219-4678","1793-6756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Image and Graphics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W20722260","https://openalex.org/W1484040084","https://openalex.org/W1550324533","https://openalex.org/W1553696291","https://openalex.org/W1608194207","https://openalex.org/W1965555277","https://openalex.org/W1969029979","https://openalex.org/W1974403464","https://openalex.org/W1974676676","https://openalex.org/W1982896842","https://openalex.org/W2021053884","https://openalex.org/W2021518417","https://openalex.org/W2028750942","https://openalex.org/W2031648200","https://openalex.org/W2066495677","https://openalex.org/W2074047175","https://openalex.org/W2075220720","https://openalex.org/W2082388593","https://openalex.org/W2089192108","https://openalex.org/W2096322311","https://openalex.org/W2102664288","https://openalex.org/W2171277043","https://openalex.org/W3157789364","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2751920613","https://openalex.org/W2415164632","https://openalex.org/W2238349241","https://openalex.org/W2355668701","https://openalex.org/W2370453500","https://openalex.org/W2083329789","https://openalex.org/W2376574812","https://openalex.org/W176680639","https://openalex.org/W2013467770","https://openalex.org/W2195220899"],"abstract_inverted_index":{"Analysis":[0],"of":[1,15,20,23,41,51,89],"user":[2,33,52],"clickstreams":[3],"on":[4,38,62,70],"the":[5,13,18,58,66],"World":[6],"Wide":[7],"Web":[8],"is":[9,76],"made":[10],"challenging":[11],"by":[12],"volume":[14],"data":[16,59,79],"and":[17,43,47,65,84],"difficulty":[19],"visualizing":[21],"millions":[22],"different":[24],"navigation":[25],"paths.":[26],"We":[27],"present":[28],"a":[29,86],"method":[30,75],"for":[31],"identifying":[32],"clickpaths":[34],"which":[35],"scales":[36],"well":[37],"large":[39],"amounts":[40],"data,":[42],"provides":[44],"an":[45],"intuitive":[46],"insightful":[48],"visual":[49],"representation":[50],"activity.":[53,91],"Our":[54],"technique":[55],"borrows":[56],"from":[57,80],"mining":[60],"literature":[61,69],"association":[63],"rules":[64],"computer":[67],"graphics":[68],"graph":[71],"layout":[72],"optimization.":[73],"The":[74],"demonstrated":[77],"with":[78],"two":[81],"commercial":[82],"sources":[83],"paints":[85],"fascinating":[87],"picture":[88],"web":[90]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
