乐胖代购免代理版

{"id":"https://openalex.org/W2169240294","doi":"https://doi.org/10.1145/990301.990304","title":"Selective Markov models for predicting Web page accesses","display_name":"Selective Markov models for predicting Web page accesses","publication_year":2004,"publication_date":"2004-05-01","ids":{"openalex":"https://openalex.org/W2169240294","doi":"https://doi.org/10.1145/990301.990304","mag":"2169240294"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/990301.990304","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://conservancy.umn.edu/bitstreams/e3e3ea38-516f-4973-b8b3-aa2ad652d9ef/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112711159","display_name":"Mukund Deshpande","orcid":null},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mukund Deshpande","raw_affiliation_strings":["University of Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082384108","display_name":"George Karypis","orcid":"https://orcid.org/0000-0003-2753-1437"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Karypis","raw_affiliation_strings":["University of Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":93.712,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":411,"citation_normalized_percentile":{"value":0.996753,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"4","issue":"2","first_page":"163","last_page":"184"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9989,"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":0.9989,"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":0.998,"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/T11478","display_name":"Caching and Content Delivery","score":0.9958,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8621416},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.7106108},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.695786},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49603567},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.47798842},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.45336938},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4284228},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.41237116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36027429},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33213967},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27480006},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08363739},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07484588}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/990301.990304","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://hdl.handle.net/11299/215444","pdf_url":"https://conservancy.umn.edu/bitstreams/e3e3ea38-516f-4973-b8b3-aa2ad652d9ef/download","source":{"id":"https://openalex.org/S4377196480","display_name":"University Digital Conservancy (University of Minnesota, Duluth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210115145","host_organization_name":"University of Minnesota, Duluth","host_organization_lineage":["https://openalex.org/I4210115145"],"host_organization_lineage_names":["University of Minnesota, Duluth"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://hdl.handle.net/11299/215444","pdf_url":"https://conservancy.umn.edu/bitstreams/e3e3ea38-516f-4973-b8b3-aa2ad652d9ef/download","source":{"id":"https://openalex.org/S4377196480","display_name":"University Digital Conservancy (University of Minnesota, Duluth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210115145","host_organization_name":"University of Minnesota, Duluth","host_organization_lineage":["https://openalex.org/I4210115145"],"host_organization_lineage_names":["University of Minnesota, Duluth"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.44,"display_name":"Partnerships for the goals"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":29,"referenced_works":["https://openalex.org/W104561821","https://openalex.org/W1667165204","https://openalex.org/W1667916464","https://openalex.org/W1971113501","https://openalex.org/W1987777228","https://openalex.org/W1994920552","https://openalex.org/W2005422315","https://openalex.org/W2020416126","https://openalex.org/W2032870665","https://openalex.org/W2037498077","https://openalex.org/W2049482525","https://openalex.org/W2063771604","https://openalex.org/W2066636486","https://openalex.org/W2092989458","https://openalex.org/W2124008567","https://openalex.org/W2138447434","https://openalex.org/W2138621811","https://openalex.org/W2140937627","https://openalex.org/W2155880554","https://openalex.org/W2166559705","https://openalex.org/W2170562663","https://openalex.org/W2500656987","https://openalex.org/W2752128027","https://openalex.org/W2799061466","https://openalex.org/W2984279299","https://openalex.org/W3214380909","https://openalex.org/W4245668478","https://openalex.org/W4248184695","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4233405330","https://openalex.org/W2537260108","https://openalex.org/W2379938888","https://openalex.org/W2194396582","https://openalex.org/W2176285001","https://openalex.org/W2134386692","https://openalex.org/W2116722627","https://openalex.org/W2082284720","https://openalex.org/W1541158057","https://openalex.org/W1510894296"],"abstract_inverted_index":{"The":[0],"problem":[1],"of":[2,19,55,89,109],"predicting":[3],"a":[4,8,31,120,126],"user's":[5,32],"behavior":[6],"on":[7,70],"Web":[9,23,71],"site":[10],"has":[11,119],"gained":[12],"importance":[13],"due":[14,84],"to":[15,27,43,85],"the":[16,20,25,52,116],"rapid":[17],"growth":[18],"World":[21],"Wide":[22],"and":[24,29,37,95],"need":[26],"personalize":[28],"influence":[30],"browsing":[33],"experience.":[34],"Markov":[35,56,64,112],"models":[36,65,79,113],"their":[38,86,93],"variations":[39,54],"have":[40],"been":[41],"found":[42,61],"be":[44],"well":[45],"suited":[46],"for":[47,105],"addressing":[48],"this":[49,99],"problem.":[50],"Of":[51],"different":[53,103,110],"models,":[57],"it":[58],"is":[59],"generally":[60],"that":[62,73,115],"higher-order":[63,78],"display":[66],"high":[67,127],"predictive":[68,128],"accuracies":[69],"sessions":[72],"they":[74],"can":[75],"predict.":[76],"However,":[77],"are":[80],"also":[81],"extremely":[82],"complex":[83],"large":[87],"number":[88],"states,":[90],"which":[91],"increases":[92],"space":[94],"run-time":[96],"requirements.":[97],"In":[98],"article,":[100],"we":[101],"present":[102],"techniques":[104],"intelligently":[106],"selecting":[107],"parts":[108],"order":[111],"so":[114],"resulting":[117],"model":[118],"reduced":[121],"state":[122],"complexity,":[123],"while":[124],"maintaining":[125],"accuracy.":[129]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2169240294","counts_by_year":[{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":24},{"year":2015,"cited_by_count":23},{"year":2014,"cited_by_count":38},{"year":2013,"cited_by_count":19},{"year":2012,"cited_by_count":19}],"updated_date":"2025-01-17T00:29:27.332565","created_date":"2016-06-24"}