{"id":"https://openalex.org/W2056239625","doi":"https://doi.org/10.1007/s10115-006-0004-z","title":"Mining user access patterns with traversal constraint for predicting web page requests","display_name":"Mining user access patterns with traversal constraint for predicting web page requests","publication_year":2006,"publication_date":"2006-04-21","ids":{"openalex":"https://openalex.org/W2056239625","doi":"https://doi.org/10.1007/s10115-006-0004-z","mag":"2056239625"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-006-0004-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-006-0004-z","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/A5036221136","display_name":"Mei\u2010Ling Shyu","orcid":"https://orcid.org/0000-0003-0902-0844"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mei-Ling Shyu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, 33124, USA","Department of Electrical and Computer Engineering, University of Miami, 33124, Coral Gables, FL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL, 33124, USA","institution_ids":["https://openalex.org/I145608581"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Miami, 33124, Coral Gables, FL, USA#TAB#","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039935135","display_name":"Choochart Haruechaiyasak","orcid":"https://orcid.org/0000-0002-2734-4490"},"institutions":[{"id":"https://openalex.org/I14316845","display_name":"National Electronics and Computer Technology Center","ror":"https://ror.org/04z82ry91","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204","https://openalex.org/I14316845"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Choochart Haruechaiyasak","raw_affiliation_strings":["Information Research and Development Division (RDI), National Electronics and Computer Technology Center (NECTEC), Thailand Science Park, Klong Luang, Pathumthani, 12120, Thailand","Information Research and Development Division (RDI), National Electronics and Computer Technology Center (NECTEC), Thailand Science Park, Klong Luang, 12120, Pathumthani, FL, Thailand#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Research and Development Division (RDI), National Electronics and Computer Technology Center (NECTEC), Thailand Science Park, Klong Luang, Pathumthani, 12120, Thailand","institution_ids":["https://openalex.org/I14316845"]},{"raw_affiliation_string":"Information Research and Development Division (RDI), National Electronics and Computer Technology Center (NECTEC), Thailand Science Park, Klong Luang, 12120, Pathumthani, FL, Thailand#TAB#","institution_ids":["https://openalex.org/I14316845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049219173","display_name":"Shu\u2010Ching Chen","orcid":"https://orcid.org/0000-0001-9209-390X"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shu-Ching Chen","raw_affiliation_strings":["Distributed Multimedia Information System Laboratory, School of Computer Science, Florida International University, Miami, FL, 33199, USA","Distributed Multimedia Information System Laboratory, School of Computer Science, Florida International University, Thailand Science Park, Klong Luang, 33199, Miami, FL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distributed Multimedia Information System Laboratory, School of Computer Science, Florida International University, Miami, FL, 33199, USA","institution_ids":["https://openalex.org/I19700959"]},{"raw_affiliation_string":"Distributed Multimedia Information System Laboratory, School of Computer Science, Florida International University, Thailand Science Park, Klong Luang, 33199, Miami, FL, USA#TAB#","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036221136"],"corresponding_institution_ids":["https://openalex.org/I145608581"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":5.3849,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9579452,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"10","issue":"4","first_page":"515","last_page":"528"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9991999864578247,"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":0.9991999864578247,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9990000128746033,"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":0.9988999962806702,"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/tree-traversal","display_name":"Tree traversal","score":0.8679513335227966},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7223650217056274},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6042484045028687},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.5026021003723145},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.449476420879364},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4013539254665375},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3965436816215515},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1934983730316162},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1525675654411316}],"concepts":[{"id":"https://openalex.org/C140745168","wikidata":"https://www.wikidata.org/wiki/Q1210082","display_name":"Tree traversal","level":2,"score":0.8679513335227966},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7223650217056274},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6042484045028687},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.5026021003723145},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.449476420879364},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4013539254665375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3965436816215515},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1934983730316162},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1525675654411316},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-006-0004-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-006-0004-z","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1574241439","https://openalex.org/W1583640058","https://openalex.org/W1593088422","https://openalex.org/W1605694005","https://openalex.org/W1660390307","https://openalex.org/W1667916464","https://openalex.org/W1943508732","https://openalex.org/W1971883645","https://openalex.org/W1973752373","https://openalex.org/W1996869586","https://openalex.org/W2020416126","https://openalex.org/W2049482525","https://openalex.org/W2063771604","https://openalex.org/W2114535528","https://openalex.org/W2139880890","https://openalex.org/W2158454296","https://openalex.org/W2163228073","https://openalex.org/W2166559705","https://openalex.org/W4214907823"],"related_works":["https://openalex.org/W170547082","https://openalex.org/W2136735429","https://openalex.org/W2587876411","https://openalex.org/W2358332176","https://openalex.org/W4229950834","https://openalex.org/W4301044568","https://openalex.org/W1587123803","https://openalex.org/W2128075414","https://openalex.org/W2952867832","https://openalex.org/W2000745862"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}