{"id":"https://openalex.org/W4400106174","doi":"https://doi.org/10.1145/3631700.3664903","title":"Towards Integrating Human-in-the-loop Control in Proactive Intelligent Personalised Agents","display_name":"Towards Integrating Human-in-the-loop Control in Proactive Intelligent Personalised Agents","publication_year":2024,"publication_date":"2024-06-27","ids":{"openalex":"https://openalex.org/W4400106174","doi":"https://doi.org/10.1145/3631700.3664903"},"language":"en","primary_location":{"id":"doi:10.1145/3631700.3664903","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631700.3664903","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3631700.3664903","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070324438","display_name":"Awais Akbar","orcid":"https://orcid.org/0000-0001-8387-8844"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Awais Akbar","raw_affiliation_strings":["School of Computer Science and Statistics, Trinity College Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-8387-8844","affiliations":[{"raw_affiliation_string":"School of Computer Science and Statistics, Trinity College Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015315345","display_name":"Owen Conlan","orcid":"https://orcid.org/0000-0002-9054-9747"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Owen Conlan","raw_affiliation_strings":["School of Computer Science and Statistics, Trinity College Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-9054-9747","affiliations":[{"raw_affiliation_string":"School of Computer Science and Statistics, Trinity College Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.74,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89638718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"394","last_page":"398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.97079998254776,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9240000247955322,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/human-in-the-loop","display_name":"Human-in-the-loop","score":0.7469149827957153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.674492597579956},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5287779569625854},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.49316972494125366},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4537343382835388},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19830089807510376}],"concepts":[{"id":"https://openalex.org/C2780626000","wikidata":"https://www.wikidata.org/wiki/Q5936775","display_name":"Human-in-the-loop","level":2,"score":0.7469149827957153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.674492597579956},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5287779569625854},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.49316972494125366},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4537343382835388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19830089807510376},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3631700.3664903","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631700.3664903","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3631700.3664903","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631700.3664903","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2427465888","display_name":null,"funder_award_id":"13/RC/2106_P2","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1531725372","https://openalex.org/W1607887536","https://openalex.org/W1977083692","https://openalex.org/W2032468592","https://openalex.org/W2109463833","https://openalex.org/W2145342646","https://openalex.org/W2514480375","https://openalex.org/W2746626573","https://openalex.org/W2750910144","https://openalex.org/W2901246695","https://openalex.org/W2915579260","https://openalex.org/W2943731983","https://openalex.org/W3000666106","https://openalex.org/W3045221971","https://openalex.org/W3102269225","https://openalex.org/W3203130017","https://openalex.org/W3204850022","https://openalex.org/W3212819295","https://openalex.org/W4234816175","https://openalex.org/W4313125286","https://openalex.org/W4313890180"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W24774503","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W4288099294","https://openalex.org/W2358668433","https://openalex.org/W4367173559","https://openalex.org/W4399126769"],"abstract_inverted_index":{"This":[0,68],"research":[1,88],"explores":[2,89],"the":[3,17,50,63,90,99,108],"integration":[4,91],"of":[5,52,66,92],"Human-in-the-loop":[6],"(HITL)":[7],"control":[8,71,94],"within":[9],"Proactive":[10],"Intelligent":[11],"Personalised":[12],"Agents":[13],"(PIPAs)":[14],"that":[15,101],"possess":[16],"capability":[18],"to":[19,38,48,57,72],"proactively":[20],"anticipate":[21],"users\u2019":[22,40,60],"needs":[23],"and":[24,42,107],"perform":[25],"tasks":[26],"on":[27],"their":[28],"behalf.":[29],"The":[30],"proactive":[31],"assistance":[32],"offered":[33],"by":[34,55],"PIPAs":[35,56],"is":[36,46],"tailored":[37],"individual":[39],"preferences":[41,61],"behaviours.":[43],"However,":[44],"it":[45],"crucial":[47],"personalise":[49],"level":[51],"proactivity":[53],"exhibited":[54],"align":[58],"with":[59,111],"regarding":[62],"potential":[64],"delegation":[65],"autonomy.":[67],"necessitates":[69],"HITL":[70,93,103],"regulate":[73],"PIPAs\u2019":[74],"autonomy":[75],"levels,":[76],"ensuring":[77],"appropriate":[78],"user":[79],"involvement":[80],"in":[81,95],"decision-making.":[82],"Through":[83],"a":[84],"simulation-based":[85],"approach,":[86],"this":[87],"PIPAs.":[96],"It":[97],"investigates":[98],"conditions":[100],"trigger":[102],"control,":[104],"its":[105],"mechanisms,":[106],"challenges":[109],"associated":[110],"these":[112],"triggers.":[113]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}