{"id":"https://openalex.org/W4417500051","doi":"https://doi.org/10.1504/ijris.2026.150610","title":"Multi-channel user interface generation method based on conflict degree and collaborative filtering","display_name":"Multi-channel user interface generation method based on conflict degree and collaborative filtering","publication_year":2025,"publication_date":"2025-12-19","ids":{"openalex":"https://openalex.org/W4417500051","doi":"https://doi.org/10.1504/ijris.2026.150610"},"language":"en","primary_location":{"id":"doi:10.1504/ijris.2026.150610","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijris.2026.150610","pdf_url":null,"source":{"id":"https://openalex.org/S205755620","display_name":"International Journal of Reasoning-based Intelligent Systems","issn_l":"1755-0556","issn":["1755-0556","1755-0564"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Reasoning-based Intelligent 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/A5100458294","display_name":"Ting Zhang","orcid":"https://orcid.org/0000-0002-0258-2003"},"institutions":[{"id":"https://openalex.org/I4210156189","display_name":"Shanghai Dianji University","ror":"https://ror.org/055fene14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ting Zhang","raw_affiliation_strings":["School of Design and Art, Shanghai Dianji University, Shanghai, 200240, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Design and Art, Shanghai Dianji University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I4210156189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100458294"],"corresponding_institution_ids":["https://openalex.org/I4210156189"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49560977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"1","first_page":"11","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.19820000231266022,"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":0.19820000231266022,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.13490000367164612,"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"}},{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.10939999669790268,"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/user-interface","display_name":"User interface","score":0.6710000038146973},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6535999774932861},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.6208000183105469},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5916000008583069},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4893999993801117},{"id":"https://openalex.org/keywords/natural-user-interface","display_name":"Natural user interface","score":0.44110000133514404},{"id":"https://openalex.org/keywords/graphical-user-interface-testing","display_name":"Graphical user interface testing","score":0.4390000104904175},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.41530001163482666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7166000008583069},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.6710000038146973},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6535999774932861},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6345999836921692},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.6208000183105469},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5916000008583069},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4893999993801117},{"id":"https://openalex.org/C187482481","wikidata":"https://www.wikidata.org/wiki/Q1851756","display_name":"Natural user interface","level":4,"score":0.44110000133514404},{"id":"https://openalex.org/C66153210","wikidata":"https://www.wikidata.org/wiki/Q5597182","display_name":"Graphical user interface testing","level":4,"score":0.4390000104904175},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.41530001163482666},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.3864000141620636},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.384799987077713},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.382999986410141},{"id":"https://openalex.org/C197070257","wikidata":"https://www.wikidata.org/wiki/Q4545902","display_name":"10-foot user interface","level":4,"score":0.36000001430511475},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.35409998893737793},{"id":"https://openalex.org/C125367622","wikidata":"https://www.wikidata.org/wiki/Q645154","display_name":"Multiple document interface","level":5,"score":0.3515999913215637},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.3057999908924103},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28949999809265137},{"id":"https://openalex.org/C130858515","wikidata":"https://www.wikidata.org/wiki/Q3333480","display_name":"Interface metaphor","level":5,"score":0.25600001215934753},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2502000033855438},{"id":"https://openalex.org/C2781052500","wikidata":"https://www.wikidata.org/wiki/Q2230313","display_name":"Shell (structure)","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijris.2026.150610","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijris.2026.150610","pdf_url":null,"source":{"id":"https://openalex.org/S205755620","display_name":"International Journal of Reasoning-based Intelligent Systems","issn_l":"1755-0556","issn":["1755-0556","1755-0564"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Reasoning-based Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,37,50,60,72,89,118,131,142],"problems":[3],"of":[4,11,17,44,54,121,135],"low":[5,8],"recommendation":[6,19,125],"accuracy,":[7],"success":[9,133],"rate":[10,134],"interactive":[12],"control":[13,108,138],"and":[14,31,40,49,64,109,141],"long":[15],"time":[16,144],"traditional":[18],"methods,":[20],"a":[21,94],"multi-channel":[22,95,106,136,146],"user":[23,45,55,65,82,91,96,103,122,147],"interface":[24,83,92,97,110,123,148],"generation":[25,98,149],"method":[26,128],"based":[27],"on":[28],"conflict":[29,52],"degree":[30,53],"collaborative":[32,76],"filtering":[33,77],"is":[34,57,68,78,100,129,139,150],"proposed.":[35],"Firstly,":[36],"evidence":[38,51,73],"optimality":[39],"binary":[41],"comparison":[42],"matrix":[43],"behaviour":[46,56,66],"are":[47],"determined,":[48],"calculated":[58],"using":[59,126],"weight":[61],"calculation":[62],"results,":[63],"recognition":[67],"realised":[69],"according":[70,87],"to":[71,80,88],"characteristics.":[74],"Secondly,":[75],"adopted":[79],"implement":[81],"pattern":[84,124],"recommendation.":[85],"Finally,":[86],"recommended":[90],"model,":[93],"framework":[99],"constructed,":[101],"including":[102],"task":[104],"decomposition,":[105],"interaction":[107,137],"code":[111],"determination.":[112],"Experimental":[113],"test":[114],"results":[115],"show":[116],"that":[117],"maximum":[119],"accuracy":[120],"proposed":[127],"98.36%,":[130],"average":[132],"97.35%,":[140],"minimum":[143],"for":[145],"1.8":[151],"s.":[152]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-12-19T00:00:00"}
