{"id":"https://openalex.org/W2001882724","doi":"https://doi.org/10.4018/jdet.2003100104","title":"An Efficient Approach for Analyzing User Behaviors in a Web-Based Training Environment","display_name":"An Efficient Approach for Analyzing User Behaviors in a Web-Based Training Environment","publication_year":2003,"publication_date":"2003-10-01","ids":{"openalex":"https://openalex.org/W2001882724","doi":"https://doi.org/10.4018/jdet.2003100104","mag":"2001882724"},"language":"en","primary_location":{"id":"doi:10.4018/jdet.2003100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jdet.2003100104","pdf_url":null,"source":{"id":"https://openalex.org/S103640237","display_name":"International Journal of Distance Education Technologies","issn_l":"1539-3100","issn":["1539-3100","1539-3119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distance Education Technologies","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/A5041236898","display_name":"Show\u2010Jane Yen","orcid":null},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Show-Jane Yen","raw_affiliation_strings":["Fu Jen Catholic University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Fu Jen Catholic University, Taiwan","institution_ids":["https://openalex.org/I114150738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041236898"],"corresponding_institution_ids":["https://openalex.org/I114150738"],"apc_list":null,"apc_paid":null,"fwci":7.6779,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.96840902,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1","issue":"4","first_page":"55","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994000196456909,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994000196456909,"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/T11106","display_name":"Data Management and Algorithms","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/tree-traversal","display_name":"Tree traversal","score":0.9677121639251709},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8767157793045044},{"id":"https://openalex.org/keywords/graph-traversal","display_name":"Graph traversal","score":0.7466484308242798},{"id":"https://openalex.org/keywords/hyperlink","display_name":"Hyperlink","score":0.7155441641807556},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.568897008895874},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5279789566993713},{"id":"https://openalex.org/keywords/traverse","display_name":"Traverse","score":0.5184616446495056},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3879951238632202},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3802659511566162},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37882596254348755},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3548414707183838},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.3490064740180969},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1813432276248932},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14323803782463074}],"concepts":[{"id":"https://openalex.org/C140745168","wikidata":"https://www.wikidata.org/wiki/Q1210082","display_name":"Tree traversal","level":2,"score":0.9677121639251709},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8767157793045044},{"id":"https://openalex.org/C96333769","wikidata":"https://www.wikidata.org/wiki/Q907955","display_name":"Graph traversal","level":3,"score":0.7466484308242798},{"id":"https://openalex.org/C30088001","wikidata":"https://www.wikidata.org/wiki/Q102014","display_name":"Hyperlink","level":3,"score":0.7155441641807556},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.568897008895874},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5279789566993713},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.5184616446495056},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3879951238632202},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3802659511566162},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37882596254348755},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3548414707183838},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.3490064740180969},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1813432276248932},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14323803782463074},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jdet.2003100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jdet.2003100104","pdf_url":null,"source":{"id":"https://openalex.org/S103640237","display_name":"International Journal of Distance Education Technologies","issn_l":"1539-3100","issn":["1539-3100","1539-3119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distance Education Technologies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jdet00:v:1:y:2003:i:4:p:55-71","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jdet.2003100104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2200188075","https://openalex.org/W4254594467","https://openalex.org/W4252596799","https://openalex.org/W4230405657","https://openalex.org/W244044452","https://openalex.org/W2552915643","https://openalex.org/W3213135344","https://openalex.org/W3183956626","https://openalex.org/W2152421698","https://openalex.org/W2366394613"],"abstract_inverted_index":{"Mining":[0],"frequent":[1,42,72,77],"traversal":[2,43,73,78,92],"patterns":[3,44,79,113],"is":[4],"to":[5,32,68,88,94],"discover":[6,69],"the":[7,35,47,52,70,95,111,116,124],"consecutive":[8],"reference":[9],"paths":[10,119],"traversed":[11,120],"by":[12,121],"a":[13,22,102],"sufficient":[14],"number":[15],"of":[16,123],"users":[17,26,125],"from":[18,29],"Web":[19,23],"logs":[20],"in":[21,101,132],"environment":[24],"where":[25],"can":[27,114],"travel":[28],"one":[30],"object":[31],"another":[33],"through":[34],"corresponding":[36],"hyperlinks.":[37],"Previous":[38],"approaches":[39],"for":[40],"mining":[41],"only":[45],"consider":[46],"forward":[48,81],"references,":[49,84],"such":[50],"that":[51,110],"information":[53,134],"about":[54],"backward":[55,83],"references":[56],"will":[57],"be":[58],"lost.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63],"propose":[64],"an":[65],"efficient":[66],"algorithm":[67,128],"non-simple":[71,76],"patterns.":[74],"The":[75,106],"include":[80],"and":[82,85,126,135],"are":[86,98],"used":[87],"suggest":[89],"potentially":[90],"interesting":[91],"path":[93],"users,":[96],"which":[97],"useful,":[99],"especially,":[100],"Web-based":[103],"training":[104],"environment.":[105],"experimental":[107],"results":[108],"show":[109],"discovered":[112,133],"present":[115],"complete":[117],"browsing":[118],"most":[122],"our":[127],"outperforms":[129],"other":[130],"algorithms":[131],"execution":[136],"times.":[137]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}