{"id":"https://openalex.org/W2143458564","doi":"https://doi.org/10.5121/ijci.2015.4101","title":"Evaluation of Models for Predicting User\u2019s Next Request in Web Usage Mining","display_name":"Evaluation of Models for Predicting User\u2019s Next Request in Web Usage Mining","publication_year":2015,"publication_date":"2015-02-28","ids":{"openalex":"https://openalex.org/W2143458564","doi":"https://doi.org/10.5121/ijci.2015.4101","mag":"2143458564"},"language":"en","primary_location":{"id":"doi:10.5121/ijci.2015.4101","doi":"https://doi.org/10.5121/ijci.2015.4101","is_oa":true,"landing_page_url":"https://doi.org/10.5121/ijci.2015.4101","pdf_url":"https://doi.org/10.5121/ijci.2015.4101","source":{"id":"https://openalex.org/S2764709306","display_name":"International Journal on Cybernetics & Informatics","issn_l":"2277-548X","issn":["2277-548X","2320-8430"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Cybernetics &amp; Informatics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.5121/ijci.2015.4101","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112858223","display_name":"Bhawna Nigam","orcid":"https://orcid.org/0000-0002-7904-3665","observed_orcids":["https://orcid.org/0000-0002-7904-3665"]},"institutions":[{"id":"https://openalex.org/I138272832","display_name":"Devi Ahilya Vishwavidyalaya","ror":"https://ror.org/05c2p1f98","country_code":"IN","type":"education","lineage":["https://openalex.org/I138272832"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhawna Nigam","raw_affiliation_strings":["Department of Information Technology , Institute of Engineering & Technology , DAVV Indore , M.P. , India","Department of Information Technology ,Institute of Engineering & Technology, DAVV Indore, M.P., India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology , Institute of Engineering & Technology , DAVV Indore , M.P. , India","institution_ids":["https://openalex.org/I138272832"]},{"raw_affiliation_string":"Department of Information Technology ,Institute of Engineering & Technology, DAVV Indore, M.P., India","institution_ids":["https://openalex.org/I138272832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009869599","display_name":"Sanjiv Tokekar","orcid":"https://orcid.org/0000-0002-0845-0300","observed_orcids":["https://orcid.org/0000-0002-0845-0300"]},"institutions":[{"id":"https://openalex.org/I138272832","display_name":"Devi Ahilya Vishwavidyalaya","ror":"https://ror.org/05c2p1f98","country_code":"IN","type":"education","lineage":["https://openalex.org/I138272832"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjiv Tokekar","raw_affiliation_strings":["Department of Electronics & Telecommunication Engineering Institute of Engineering & Technology , DAVV Indore , M.P. , India","Department of Electronics & Telecommunication Engineering Institute of Engineering & Technology, DAVV Indore, M.P., India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics & Telecommunication Engineering Institute of Engineering & Technology , DAVV Indore , M.P. , India","institution_ids":["https://openalex.org/I138272832"]},{"raw_affiliation_string":"Department of Electronics & Telecommunication Engineering Institute of Engineering & Technology, DAVV Indore, M.P., India","institution_ids":["https://openalex.org/I138272832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018100623","display_name":"Suresh Jain","orcid":"https://orcid.org/0000-0002-4092-8298","observed_orcids":["https://orcid.org/0000-0002-4092-8298"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suresh Jain","raw_affiliation_strings":["Department of Computer Engg . Prestige Institute of Engineering Management & Research , Indore , INDIA","Department of Computer Engg. Prestige Institute of Engineering Management & Research, Indore, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engg . Prestige Institute of Engineering Management & Research , Indore , INDIA","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Engg. Prestige Institute of Engineering Management & Research, Indore, INDIA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.3994,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.95676008,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"4","issue":"1","first_page":"01","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.7089999914169312,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.7089999914169312,"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":0.1459999978542328,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0674000009894371,"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/web-usage-mining","display_name":"web usage mining","score":0.9409999847412109},{"id":"https://openalex.org/keywords/user-behavior-prediction","display_name":"user behavior prediction","score":0.753000020980835},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.7870000004768372},{"id":"https://openalex.org/keywords/prediction-model-evaluation","display_name":"prediction model evaluation","score":0.828000009059906},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.5550000071525574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5357465147972107},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.47652706503868103},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4507255554199219},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3824903070926666},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.1360459327697754}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5121/ijci.2015.4101","doi":"https://doi.org/10.5121/ijci.2015.4101","is_oa":true,"landing_page_url":"https://doi.org/10.5121/ijci.2015.4101","pdf_url":"https://doi.org/10.5121/ijci.2015.4101","source":{"id":"https://openalex.org/S2764709306","display_name":"International Journal on Cybernetics & Informatics","issn_l":"2277-548X","issn":["2277-548X","2320-8430"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Cybernetics &amp; Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5121/ijci.2015.4101","doi":"https://doi.org/10.5121/ijci.2015.4101","is_oa":true,"landing_page_url":"https://doi.org/10.5121/ijci.2015.4101","pdf_url":"https://doi.org/10.5121/ijci.2015.4101","source":{"id":"https://openalex.org/S2764709306","display_name":"International Journal on Cybernetics & Informatics","issn_l":"2277-548X","issn":["2277-548X","2320-8430"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Cybernetics &amp; Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.4300000071525574,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2143458564.pdf","grobid_xml":"https://content.openalex.org/works/W2143458564.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W163832587","https://openalex.org/W1493890832","https://openalex.org/W1494638449","https://openalex.org/W1577709032","https://openalex.org/W1988470798","https://openalex.org/W1989309026","https://openalex.org/W2000719367","https://openalex.org/W2024888488","https://openalex.org/W2116277390","https://openalex.org/W2119453695","https://openalex.org/W2127148062","https://openalex.org/W2129457708","https://openalex.org/W2978542863","https://openalex.org/W4243140494","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Prediction":[0],"of":[1,8,12,24],"web":[2,18,68,73,83,97,102],"user":[3],"behavior":[4],"is":[5,20,27,46],"the":[6,16,55,66,72,101],"demand":[7],"today":[9],"competitive":[10],"edge":[11],"World":[13],"Wide":[14],"Web.Predicting":[15],"next":[17,67,96],"page":[19,69,98],"not":[21],"sufficient,":[22],"evaluation":[23],"prediction":[25,44,56],"models":[26,58,93],"important":[28],"because":[29],"every":[30],"model":[31,75],"have":[32,88],"its":[33],"own":[34],"pros":[35],"and":[36,59,76,90],"cons.Prediction":[37],"results":[38],"will":[39],"be":[40],"helpful":[41],"if":[42],"high":[43],"accuracy":[45],"achieved":[47],"with":[48],"minimum":[49],"complexity,":[50],"which":[51],"are":[52,62,79,104],"depended":[53],"on":[54,106],"model.Various":[57],"their":[60,77],"variations":[61,78],"proposed":[63],"for":[64,82,94],"predicting":[65,95],"accessed":[70,99],"by":[71,100],"user.Markov":[74],"found":[80],"suitable":[81],"prediction.In":[84],"this":[85],"research":[86],"we":[87],"evaluated":[89],"compared":[91],"various":[92],"user.Experiments":[103],"conducted":[105],"three":[107],"different":[108],"real":[109],"datasets.":[110]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-09T09:14:12.587421","created_date":"2025-10-10T00:00:00"}
