{"id":"https://openalex.org/W7117456159","doi":"https://doi.org/10.1145/3714394.3756342","title":"Context-Aware Intelligent Chatbot Framework Leveraging Mobile Sensing","display_name":"Context-Aware Intelligent Chatbot Framework Leveraging Mobile Sensing","publication_year":2025,"publication_date":"2025-10-12","ids":{"openalex":"https://openalex.org/W7117456159","doi":"https://doi.org/10.1145/3714394.3756342"},"language":null,"primary_location":{"id":"doi:10.1145/3714394.3756342","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3714394.3756342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2512.22032","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ziyan Zhang","orcid":"https://orcid.org/0009-0006-8358-7207"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziyan Zhang","raw_affiliation_strings":["Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0006-8358-7207","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nan Gao","orcid":"https://orcid.org/0000-0002-9694-2689"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Gao","raw_affiliation_strings":["Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-9694-2689","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120033612","display_name":"Zhiqiang Nie","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Nie","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-8962-0286","affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121449784","display_name":"Shantanu Pal","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shantanu Pal","raw_affiliation_strings":["Deakin University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8784-0154","affiliations":[{"raw_affiliation_string":"Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":null,"display_name":"Haining Zhang","orcid":"https://orcid.org/0009-0007-1320-3981"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haining Zhang","raw_affiliation_strings":["Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0007-1320-3981","affiliations":[{"raw_affiliation_string":"Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205237279"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80467628,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1583","last_page":"1589"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.6948000192642212,"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"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.6948000192642212,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.0689999982714653,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.031199999153614044,"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/chatbot","display_name":"Chatbot","score":0.897599995136261},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.6601999998092651},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5239999890327454},{"id":"https://openalex.org/keywords/contextual-design","display_name":"Contextual design","score":0.4537999927997589},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.45159998536109924},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.3874000012874603},{"id":"https://openalex.org/keywords/language-understanding","display_name":"Language understanding","score":0.3824999928474426},{"id":"https://openalex.org/keywords/natural-language-understanding","display_name":"Natural language understanding","score":0.3400000035762787}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.897599995136261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7106000185012817},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.6601999998092651},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6360999941825867},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5239999890327454},{"id":"https://openalex.org/C71611378","wikidata":"https://www.wikidata.org/wiki/Q5165191","display_name":"Contextual design","level":3,"score":0.4537999927997589},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.45159998536109924},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.3874000012874603},{"id":"https://openalex.org/C2983448237","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Language understanding","level":2,"score":0.3824999928474426},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.3400000035762787},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.3188999891281128},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3021000027656555},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2953000068664551},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.2870999872684479},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.2775999903678894},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C135641252","wikidata":"https://www.wikidata.org/wiki/Q738567","display_name":"Multimodal interaction","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2540000081062317},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.2500999867916107}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3714394.3756342","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3714394.3756342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2512.22032","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.22032","pdf_url":"https://arxiv.org/pdf/2512.22032","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2512.22032","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.22032","pdf_url":"https://arxiv.org/pdf/2512.22032","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8512668013572693,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2054780155","https://openalex.org/W2619383789","https://openalex.org/W3085139254","https://openalex.org/W3088653102","https://openalex.org/W3188766356","https://openalex.org/W4387879519","https://openalex.org/W4402721803","https://openalex.org/W4402721813","https://openalex.org/W4402721890","https://openalex.org/W4402722062","https://openalex.org/W4403333958","https://openalex.org/W4404134039","https://openalex.org/W4409722283","https://openalex.org/W4409749025"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,32,77,81,92,113],"rapid":[2],"advancement":[3],"of":[4,36,80,115],"large":[5,109],"language":[6,73,110],"models":[7],"(LLMs),":[8],"intelligent":[9,120],"conversational":[10,43],"assistants":[11],"have":[12],"demonstrated":[13],"remarkable":[14],"capabilities":[15],"across":[16],"various":[17],"domains.":[18],"However,":[19],"they":[20],"still":[21],"mainly":[22],"rely":[23],"on":[24],"explicit":[25],"textual":[26],"input":[27],"and":[28,55,68,99,122,130],"do":[29],"not":[30],"know":[31],"real":[33],"world":[34],"behaviors":[35],"users.":[37],"This":[38,103],"paper":[39],"proposes":[40],"a":[41,86,96,124],"context-sensitive":[42],"assistant":[44],"framework":[45],"grounded":[46],"in":[47,94,119],"mobile":[48,106],"sensing":[49,107],"data.":[50],"By":[51],"collecting":[52],"user":[53],"behavior":[54],"environmental":[56],"data":[57,118],"through":[58],"smartphones,":[59],"we":[60],"abstract":[61],"these":[62],"signals":[63],"into":[64,71],"16":[65],"contextual":[66],"scenarios":[67],"translate":[69],"them":[70],"natural":[72],"prompts,":[74],"thus":[75],"improving":[76],"model's":[78],"understanding":[79],"user's":[82],"state.":[83],"We":[84],"design":[85],"structured":[87],"prompting":[88],"system":[89],"to":[90],"guide":[91],"LLM":[93],"generating":[95],"more":[97],"personalized":[98,131],"contextually":[100],"relevant":[101],"dialogue.":[102],"approach":[104],"integrates":[105],"with":[108],"models,":[111],"demonstrating":[112],"potential":[114],"passive":[116],"behavioral":[117],"conversation":[121],"offering":[123],"viable":[125],"path":[126],"toward":[127],"digital":[128],"health":[129],"interaction.":[132]},"counts_by_year":[],"updated_date":"2025-12-30T23:08:21.542490","created_date":"2025-12-29T00:00:00"}
