{"id":"https://openalex.org/W7204795663","doi":"https://doi.org/10.1109/iscid68789.2025.00066","title":"Visual Language Large Model Hallucination Management from the Perspective of Service Design","display_name":"Visual Language Large Model Hallucination Management from the Perspective of Service Design","publication_year":2025,"publication_date":"2025-12-01","ids":{"openalex":"https://openalex.org/W7204795663","doi":"https://doi.org/10.1109/iscid68789.2025.00066"},"language":"en","primary_location":{"id":"doi:10.1109/iscid68789.2025.00066","doi":"https://doi.org/10.1109/iscid68789.2025.00066","is_oa":true,"landing_page_url":"https://doi.org/10.1109/iscid68789.2025.00066","pdf_url":null,"source":{"id":"https://openalex.org/S4306420108","display_name":"International Symposium on Computational Intelligence and Design","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 18th International Symposium on Computational Intelligence and Design (ISCID)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/iscid68789.2025.00066","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100377360","display_name":"Nian Liu","orcid":"https://orcid.org/0000-0002-5477-1594","observed_orcids":["https://orcid.org/0000-0002-5477-1594"]},"institutions":[{"id":"https://openalex.org/I2800956493","display_name":"Hubei Institute of Fine Arts","ror":"https://ror.org/010kbv636","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800956493"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nian Liu","raw_affiliation_strings":["Hubei Institute of Fine Arts"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Institute of Fine Arts","institution_ids":["https://openalex.org/I2800956493"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5148787446","display_name":"Pingting Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2800956493","display_name":"Hubei Institute of Fine Arts","ror":"https://ror.org/010kbv636","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800956493"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingting Zhang","raw_affiliation_strings":["Innovation Institute Hubei Institute of Fine Arts"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Institute Hubei Institute of Fine Arts","institution_ids":["https://openalex.org/I2800956493"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2800956493"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"262","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.7860999703407288,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.7860999703407288,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.09640000015497208,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.016599999740719795,"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/large-vision-language-models","display_name":"large vision-language models","score":0.9269999861717224},{"id":"https://openalex.org/keywords/object-hallucination","display_name":"object hallucination","score":0.8460000157356262},{"id":"https://openalex.org/keywords/service-design","display_name":"service design","score":0.8579999804496765},{"id":"https://openalex.org/keywords/ai-governance","display_name":"AI governance","score":0.9739999771118164},{"id":"https://openalex.org/keywords/human-machine-collaboration","display_name":"human-machine collaboration","score":0.6679999828338623},{"id":"https://openalex.org/keywords/design-interventions","display_name":"design interventions","score":0.44600000977516174}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7102000117301941},{"id":"https://openalex.org/C2780878386","wikidata":"https://www.wikidata.org/wiki/Q1659648","display_name":"Visual language","level":2,"score":0.4830000102519989},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45989999175071716},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4406000077724457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4138999879360199},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.41359999775886536},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.3619000017642975},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3479999899864197},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3165999948978424},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.30559998750686646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2937999963760376},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2924000024795532},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.287200003862381},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.2838999927043915},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2752000093460083},{"id":"https://openalex.org/C105842133","wikidata":"https://www.wikidata.org/wiki/Q1899679","display_name":"Visual communication","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C41022531","wikidata":"https://www.wikidata.org/wiki/Q333657","display_name":"Communication design","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2565999925136566},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2531000077724457}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscid68789.2025.00066","doi":"https://doi.org/10.1109/iscid68789.2025.00066","is_oa":true,"landing_page_url":"https://doi.org/10.1109/iscid68789.2025.00066","pdf_url":null,"source":{"id":"https://openalex.org/S4306420108","display_name":"International Symposium on Computational Intelligence and Design","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 18th International Symposium on Computational Intelligence and Design (ISCID)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/iscid68789.2025.00066","doi":"https://doi.org/10.1109/iscid68789.2025.00066","is_oa":true,"landing_page_url":"https://doi.org/10.1109/iscid68789.2025.00066","pdf_url":null,"source":{"id":"https://openalex.org/S4306420108","display_name":"International Symposium on Computational Intelligence and Design","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 18th International Symposium on Computational Intelligence and Design (ISCID)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2101493333","https://openalex.org/W4387439616","https://openalex.org/W4400663124","https://openalex.org/W4402683799","https://openalex.org/W4402753774","https://openalex.org/W4409379088","https://openalex.org/W4411428333","https://openalex.org/W4414799483"],"related_works":["https://openalex.org/W7204745420","https://openalex.org/W7118802852","https://openalex.org/W7119497079","https://openalex.org/W7160447164","https://openalex.org/W7214956090","https://openalex.org/W6884968190","https://openalex.org/W7167589768","https://openalex.org/W4404781949","https://openalex.org/W7166735330","https://openalex.org/W4411120187"],"abstract_inverted_index":{"Purpose":[0],"To":[1],"tackle":[2],"object":[3,76],"hallucination":[4,77],"in":[5,105],"Large":[6],"Vision-Language":[7],"Models":[8],"(LVLMs),":[9],"this":[10],"study":[11,85],"adopts":[12],"a":[13,35,40,87,102,110],"humancentered":[14],"governance":[15],"approach":[16,74],"rather":[17],"than":[18],"purely":[19],"technical":[20],"fixes.":[21],"Method":[22],"Drawing":[23],"on":[24],"cross-disciplinary":[25],"insights":[26],"from":[27],"service":[28,89,99],"design":[29,100],"and":[30,53,78,82,108],"AI":[31,93,106],"governance,":[32],"we":[33],"introduce":[34],"\u201cdesign":[36],"intervention\u201d":[37],"model":[38,54],"featuring":[39],"collaboratively":[41],"built":[42],"Design":[43],"Semantic":[44],"Constraint":[45],"Layer":[46],"(DSCL).":[47],"This":[48],"layer":[49],"bridges":[50],"human":[51,96],"expertise":[52],"behavior":[55],"by":[56],"encoding":[57],"expert":[58],"judgments":[59],"into":[60,65],"machinereadable":[61],"constraints,":[62],"dynamically":[63],"integrated":[64],"LVLM":[66],"workflows.":[67],"Conclusion":[68],"Comparative":[69],"experiments":[70],"confirm":[71],"that":[72,91],"our":[73],"reduces":[75],"improves":[79],"output":[80],"accuracy":[81],"coherence.":[83],"The":[84],"establishes":[86],"human-machine":[88],"paradigm":[90],"balances":[92],"capability":[94],"with":[95],"creativity,":[97],"positioning":[98],"as":[101],"value":[103],"converter":[104],"collaboration":[107],"offering":[109],"practical":[111],"framework":[112],"for":[113],"reliable":[114],"generative":[115],"AI.":[116]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-09-01T00:00:00"}