{"id":"https://openalex.org/W4402673664","doi":"https://doi.org/10.1109/e-science62913.2024.10678678","title":"On Modeling User-Aware Proactive Communication in Conversational Recommendation Systems<sup>*</sup>","display_name":"On Modeling User-Aware Proactive Communication in Conversational Recommendation Systems<sup>*</sup>","publication_year":2024,"publication_date":"2024-09-16","ids":{"openalex":"https://openalex.org/W4402673664","doi":"https://doi.org/10.1109/e-science62913.2024.10678678"},"language":"en","primary_location":{"id":"doi:10.1109/e-science62913.2024.10678678","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/e-science62913.2024.10678678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on e-Science (e-Science)","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/A5109235256","display_name":"Amarnath Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]},{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amarnath Gupta","raw_affiliation_strings":["University of California San Diego,San Diego Supercomputer Center,La Jolla,USA"],"affiliations":[{"raw_affiliation_string":"University of California San Diego,San Diego Supercomputer Center,La Jolla,USA","institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5109235256"],"corresponding_institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15085788,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9843999743461609,"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/T12031","display_name":"Speech and dialogue systems","score":0.9733999967575073,"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":0.7336441874504089},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46381136775016785}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7336441874504089},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46381136775016785}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/e-science62913.2024.10678678","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/e-science62913.2024.10678678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on e-Science (e-Science)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W76132993","https://openalex.org/W1841352775","https://openalex.org/W1991015565","https://openalex.org/W2027768622","https://openalex.org/W2108752510","https://openalex.org/W2130736456","https://openalex.org/W2416868893","https://openalex.org/W2914480677","https://openalex.org/W3154988854","https://openalex.org/W4250554677","https://openalex.org/W4298836759","https://openalex.org/W4300107936","https://openalex.org/W4300527139","https://openalex.org/W4301357669","https://openalex.org/W4385478233","https://openalex.org/W4389519413","https://openalex.org/W4400525423","https://openalex.org/W4401857430","https://openalex.org/W6789399724","https://openalex.org/W6847373812","https://openalex.org/W6847425412","https://openalex.org/W6856418054","https://openalex.org/W6856697454","https://openalex.org/W6861159571","https://openalex.org/W6861955408","https://openalex.org/W6870145384","https://openalex.org/W6995622394","https://openalex.org/W7028656520"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Despite":[0],"tremendous":[1],"advances":[2],"in":[3,86],"large":[4],"language":[5],"models":[6],"and":[7,30,60,95],"conversational":[8],"recommendation":[9,19,25,38,54],"systems,":[10],"these":[11],"system":[12],"are":[13],"unable":[14],"to":[15,66,100],"handle":[16],"many":[17],"complex":[18],"tasks.":[20],"We":[21,74],"present":[22,96],"a":[23,56,69,97],"new":[24,87,102],"task":[26],"called":[27],"business":[28],"ideation":[29],"show":[31],"that":[32],"the":[33,46,50,53,64,90],"baseline":[34],"performance":[35],"of":[36,45,80,92],"LLM-only":[37],"is":[39,48],"far":[40],"from":[41,78],"satisfactory.":[42],"A":[43],"part":[44],"reason":[47],"neither":[49],"LLM":[51],"not":[52,62],"has":[55],"proper":[57],"user":[58,70],"model":[59,71],"does":[61],"have":[63],"mechanisms":[65],"effective":[67],"elicit":[68],"via":[72],"interactions.":[73],"propose":[75],"borrowing":[76],"insights":[77],"decades":[79],"human":[81],"communication":[82],"research":[83,98],"may":[84],"bring":[85],"ideas":[88],"into":[89],"development":[91],"LLM-centric":[93],"recommenders":[94],"agenda":[99],"advance":[101],"generation":[103],"systems.":[104]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
