{"id":"https://openalex.org/W1492865541","doi":null,"title":"RULE-BASED USER CHARACTERISTICS ACQUISITION FROM LOGS WITH SEMANTICS FOR PERSONALIZED WEB-BASED SYSTEMS","display_name":"RULE-BASED USER CHARACTERISTICS ACQUISITION FROM LOGS WITH SEMANTICS FOR PERSONALIZED WEB-BASED SYSTEMS","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1492865541","mag":"1492865541"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.156.9637","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.9637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www2.fiit.stuba.sk/~bielik/publ/abstracts/2009/cai2009-barla-et-al.pdf","raw_type":"text"},"volume":null,"type":"conference-abstract","is_traditional":false,"indexed_in":[],"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/A5030414237","display_name":"M\u00e1ria Bielikov\u00e1","orcid":"https://orcid.org/0000-0003-4105-3494","observed_orcids":["https://orcid.org/0000-0003-4105-3494"]},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"M\u00e1ria Bielikov\u00e1","raw_affiliation_strings":["Slovak University  of Technology in Bratislava"],"raw_orcid":"https://orcid.org/0000-0003-4105-3494","affiliations":[{"raw_affiliation_string":"Slovak University  of Technology in Bratislava","institution_ids":["https://openalex.org/I110757952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039844133","display_name":"Michal Barla","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michal Barla","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5059588960","display_name":"Michal Tvaro\u017eek","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Michal Tvaro\u017eek","raw_affiliation_strings":["Slovak University  of Technology in Bratislava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Slovak University  of Technology in Bratislava","institution_ids":["https://openalex.org/I110757952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"4","first_page":"399","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9326000213623047,"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":0.9326000213623047,"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/T12601","display_name":"Web Applications and Data Management","score":0.01679999940097332,"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":0.01590000092983246,"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/user-modeling","display_name":"user modeling","score":0.9290000200271606},{"id":"https://openalex.org/keywords/blogs","display_name":"blogs","score":0.5440000295639038},{"id":"https://openalex.org/keywords/user-behavior-analysis","display_name":"user behavior analysis","score":0.6520000100135803},{"id":"https://openalex.org/keywords/personalized-navigation","display_name":"personalized navigation","score":0.8820000290870667},{"id":"https://openalex.org/keywords/recommendations","display_name":"recommendations","score":0.44200000166893005},{"id":"https://openalex.org/keywords/usage-patterns","display_name":"usage patterns","score":0.6230000257492065}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8222299814224243},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7756924629211426},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6420919895172119},{"id":"https://openalex.org/C137981799","wikidata":"https://www.wikidata.org/wiki/Q1369184","display_name":"Reusability","level":3,"score":0.6330150961875916},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5935271382331848},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4820214509963989},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4620380401611328},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.44669389724731445},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4277743995189667},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41660910844802856},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3953062891960144},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3517817556858063},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.232812762260437},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17110693454742432},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.12684714794158936},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.156.9637","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.9637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www2.fiit.stuba.sk/~bielik/publ/abstracts/2009/cai2009-barla-et-al.pdf","raw_type":"text"},{"id":"mag:1492865541","doi":null,"is_oa":false,"landing_page_url":"http://www2.fiit.stuba.sk/~bielik/publ/abstracts/2009/cai2009-barla-et-al.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Computing and Informatics / Computers and Artificial Intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W28599798","https://openalex.org/W38256944","https://openalex.org/W52770770","https://openalex.org/W189161335","https://openalex.org/W238683356","https://openalex.org/W1481875320","https://openalex.org/W1494213487","https://openalex.org/W1506264149","https://openalex.org/W1507783158","https://openalex.org/W1509972079","https://openalex.org/W1515574604","https://openalex.org/W1535902707","https://openalex.org/W1605751028","https://openalex.org/W1817765102","https://openalex.org/W1880852744","https://openalex.org/W1988861031","https://openalex.org/W2005111406","https://openalex.org/W2012451152","https://openalex.org/W2027814158","https://openalex.org/W2055935184","https://openalex.org/W2101304806","https://openalex.org/W2103991069","https://openalex.org/W2112929667","https://openalex.org/W2124756613","https://openalex.org/W2140865103","https://openalex.org/W2143810687","https://openalex.org/W2149631778","https://openalex.org/W2156037541","https://openalex.org/W2163040665","https://openalex.org/W2169836617","https://openalex.org/W2295945576","https://openalex.org/W2479975364","https://openalex.org/W2594654950","https://openalex.org/W2913293464"],"related_works":["https://openalex.org/W7097722910","https://openalex.org/W7099378442","https://openalex.org/W4175188","https://openalex.org/W2181772240","https://openalex.org/W7096906573","https://openalex.org/W1497927729","https://openalex.org/W2619715175","https://openalex.org/W7098205452","https://openalex.org/W2360521976","https://openalex.org/W81379198"],"abstract_inverted_index":{"Personalization":[0],"of":[1,20,26,40,71],"web-based":[2],"information":[3],"systems":[4],"based":[5,36],"on":[6,37],"specialized":[7,80],"user":[8,33,41,53,94],"models":[9],"has":[10],"become":[11],"more":[12],"important":[13],"in":[14,91],"order":[15],"to":[16,65,86],"preserve":[17],"the":[18,24,69],"effectiveness":[19],"their":[21],"use":[22],"as":[23],"amount":[25],"available":[27],"content":[28],"increases.":[29],"We":[30,55,96],"describe":[31],"a":[32,62,101],"modeling":[34],"approach":[35,64,99],"automated":[38],"acquisition":[39],"behaviour":[42],"and":[43,48,58,114],"its":[44],"successive":[45,75],"rule-based":[46],"evaluation":[47],"transformation":[49],"into":[50],"an":[51,92,105],"ontological":[52],"model.":[54,95],"stress":[56],"reusability":[57],"flexibility":[59],"by":[60,79],"introducing":[61],"novel":[63],"logging,":[66],"which":[67,82,109],"preserves":[68],"semantics":[70],"logged":[72],"events.":[73],"The":[74],"analysis":[76],"is":[77],"driven":[78],"rules,":[81],"map":[83],"usage":[84],"patterns":[85],"knowledge":[87],"about":[88],"users,":[89],"stored":[90],"ontology-based":[93],"evaluate":[97],"our":[98],"via":[100],"case":[102],"study":[103],"using":[104],"enhanced":[106],"faceted":[107],"browser,":[108],"provides":[110],"personalized":[111],"navigation":[112],"support":[113],"recommendation.":[115]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}