{"id":"https://openalex.org/W2726252584","doi":"https://doi.org/10.1145/3079628.3079705","title":"Modelling User Behaviour based on Process","display_name":"Modelling User Behaviour based on Process","publication_year":2017,"publication_date":"2017-07-07","ids":{"openalex":"https://openalex.org/W2726252584","doi":"https://doi.org/10.1145/3079628.3079705","mag":"2726252584"},"language":"en","primary_location":{"id":"doi:10.1145/3079628.3079705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-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/A5085632312","display_name":"Mengdie Zhuang","orcid":"https://orcid.org/0000-0002-4546-1033"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mengdie Zhuang","raw_affiliation_strings":["University of Sheffield, Sheffiled, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Sheffield, Sheffiled, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085632312"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.10131848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"343","last_page":"346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.988099992275238,"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":0.988099992275238,"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":0.9865999817848206,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7875587940216064},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6636919379234314},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.5513595342636108},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5254213809967041},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.47156235575675964},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.43100011348724365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41101598739624023},{"id":"https://openalex.org/keywords/user-engagement","display_name":"User engagement","score":0.4108472466468811},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3865036070346832},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3783000707626343},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.3118869960308075},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21309399604797363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1991102397441864}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7875587940216064},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6636919379234314},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.5513595342636108},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5254213809967041},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.47156235575675964},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.43100011348724365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41101598739624023},{"id":"https://openalex.org/C2984870255","wikidata":"https://www.wikidata.org/wiki/Q5196451","display_name":"User engagement","level":2,"score":0.4108472466468811},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3865036070346832},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3783000707626343},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.3118869960308075},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21309399604797363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1991102397441864},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3079628.3079705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W605925612","https://openalex.org/W1802760973","https://openalex.org/W1967147516","https://openalex.org/W1969110260","https://openalex.org/W1969762404","https://openalex.org/W1971609128","https://openalex.org/W1986571907","https://openalex.org/W1988834506","https://openalex.org/W2002302568","https://openalex.org/W2013860970","https://openalex.org/W2019922470","https://openalex.org/W2029709911","https://openalex.org/W2031877904","https://openalex.org/W2035569891","https://openalex.org/W2048395990","https://openalex.org/W2049124404","https://openalex.org/W2052658973","https://openalex.org/W2069916456","https://openalex.org/W2087511931","https://openalex.org/W2090955639","https://openalex.org/W2096254678","https://openalex.org/W2097541468","https://openalex.org/W2104255729","https://openalex.org/W2106576032","https://openalex.org/W2121131916","https://openalex.org/W2156142018","https://openalex.org/W2158342607","https://openalex.org/W2164418472","https://openalex.org/W2169783907","https://openalex.org/W2398391195","https://openalex.org/W2460657948","https://openalex.org/W2496408038","https://openalex.org/W2572557079","https://openalex.org/W2891038311","https://openalex.org/W4211072278","https://openalex.org/W4298290070"],"related_works":["https://openalex.org/W1608278265","https://openalex.org/W2097677915","https://openalex.org/W1186135329","https://openalex.org/W1498430983","https://openalex.org/W2047602962","https://openalex.org/W2154641962","https://openalex.org/W3097319984","https://openalex.org/W2562172105","https://openalex.org/W1833779271","https://openalex.org/W4389299097"],"abstract_inverted_index":{"Search":[0],"is":[1,27],"designed":[2],"primarily":[3],"for":[4],"human":[5],"use,":[6],"but":[7],"we":[8,70],"still":[9],"lack":[10],"efficient":[11],"user":[12,30,40,50,56,100],"models":[13],"to":[14,28,42,54,106],"evaluate":[15,109],"search":[16,35,47,110],"systems":[17],"from":[18,76,83],"the":[19,34,44],"user's":[20],"perspective.":[21],"The":[22],"purpose":[23],"of":[24,99],"this":[25,91],"research":[26,92],"identify":[29],"behaviour":[31,48,65],"patterns":[32],"during":[33],"process,":[36],"and":[37,49,87],"develop":[38],"a":[39,59,95],"model":[41,98],"illustrate":[43],"relationships":[45],"between":[46],"perception,":[51],"in":[52,58],"order":[53],"predict":[55],"engagement":[57,101],"cost-effective":[60],"manner":[61],"by":[62],"using":[63],"only":[64],"data.":[66,89],"To":[67],"achieve":[68],"this,":[69],"will":[71,93],"use":[72],"three":[73],"datasets":[74],"collected":[75],"previous":[77],"studies":[78],"containing":[79],"both":[80],"behavioural":[81],"data":[82],"system":[84],"log":[85],"files":[86],"perception":[88],"Ultimately,":[90],"yield":[94],"cost-efficient":[96],"predictive":[97],"that":[102],"could":[103],"be":[104],"used":[105],"more":[107],"effectively":[108],"systems.":[111]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
