{"id":"https://openalex.org/W4280637719","doi":"https://doi.org/10.1109/educon52537.2022.9766793","title":"Impersonating Chatbots in a Code Review Exercise to Teach Software Engineering Best Practices","display_name":"Impersonating Chatbots in a Code Review Exercise to Teach Software Engineering Best Practices","publication_year":2022,"publication_date":"2022-03-28","ids":{"openalex":"https://openalex.org/W4280637719","doi":"https://doi.org/10.1109/educon52537.2022.9766793"},"language":"en","primary_location":{"id":"doi:10.1109/educon52537.2022.9766793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon52537.2022.9766793","pdf_url":null,"source":{"id":"https://openalex.org/S4363607828","display_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www.educon-conference.org/educon2022/index.php","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082182383","display_name":"Juan Carlos Farah","orcid":null},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Juan Carlos Farah","raw_affiliation_strings":["School of Engineering, École Polytechnique Fédérale de Lausanne (EPFL),Lausanne,Switzerland","School of Engineering, &#x00C9","cole Polytechnique F&#x00E9","d&#x00E9"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, École Polytechnique Fédérale de Lausanne (EPFL),Lausanne,Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"School of Engineering, &#x00C9","institution_ids":[]},{"raw_affiliation_string":"cole Polytechnique F&#x00E9","institution_ids":["https://openalex.org/I142476485"]},{"raw_affiliation_string":"d&#x00E9","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037401574","display_name":"Basile Spaenlehauer","orcid":"https://orcid.org/0000-0001-6606-0768"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Basile Spaenlehauer","raw_affiliation_strings":["School of Engineering, École Polytechnique Fédérale de Lausanne (EPFL),Lausanne,Switzerland","School of Engineering, &#x00C9","cole Polytechnique F&#x00E9","d&#x00E9"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, École Polytechnique Fédérale de Lausanne (EPFL),Lausanne,Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"School of Engineering, &#x00C9","institution_ids":[]},{"raw_affiliation_string":"cole Polytechnique F&#x00E9","institution_ids":["https://openalex.org/I142476485"]},{"raw_affiliation_string":"d&#x00E9","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083387892","display_name":"Vandit Sharma","orcid":"https://orcid.org/0000-0002-5046-1978"},"institutions":[{"id":"https://openalex.org/I2799323385","display_name":"Board of the Swiss Federal Institutes of Technology","ror":"https://ror.org/01rvn4p91","country_code":"CH","type":"government","lineage":["https://openalex.org/I2799323385"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Vandit Sharma","raw_affiliation_strings":["Eidgenössische Technische Hochschule Zürich (ETHZ),Department of Computer Science,Zurich,Switzerland","rich (ETHZ), Zurich, Switzerland","ssische Technische Hochschule Z&#x00FC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eidgenössische Technische Hochschule Zürich (ETHZ),Department of Computer Science,Zurich,Switzerland","institution_ids":["https://openalex.org/I2799323385"]},{"raw_affiliation_string":"rich (ETHZ), Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"ssische Technische Hochschule Z&#x00FC","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043794259","display_name":"Mar\u00eda Jes\u00fas Rodr\u00edguez\u2010Triana","orcid":"https://orcid.org/0000-0001-8639-1257"},"institutions":[{"id":"https://openalex.org/I193629610","display_name":"Tallinn University","ror":"https://ror.org/05mey9k78","country_code":"EE","type":"education","lineage":["https://openalex.org/I193629610"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Maria Jesus Rodriguez-Triana","raw_affiliation_strings":["Tallinn University,School of Digital Technologies,Tallinn,Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tallinn University,School of Digital Technologies,Tallinn,Estonia","institution_ids":["https://openalex.org/I193629610"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053813109","display_name":"Sandy Ingram","orcid":"https://orcid.org/0000-0002-4050-580X"},"institutions":[{"id":"https://openalex.org/I4210095958","display_name":"School of Engineering and Architecture of Fribourg","ror":"https://ror.org/00px2aj27","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210095958"]},{"id":"https://openalex.org/I4210109379","display_name":"HES-SO Fribourg","ror":"https://ror.org/02kkwkt79","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891","https://openalex.org/I4210109379"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sandy Ingram","raw_affiliation_strings":["University of Applied Sciences (HES-SO),School of Engineering and Architecture of Fribourg,Fribourg,Switzerland","School of Engineering and Architecture of Fribourg, University of Applied Sciences (HES-SO), Fribourg, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences (HES-SO),School of Engineering and Architecture of Fribourg,Fribourg,Switzerland","institution_ids":["https://openalex.org/I4210095958","https://openalex.org/I4210109379"]},{"raw_affiliation_string":"School of Engineering and Architecture of Fribourg, University of Applied Sciences (HES-SO), Fribourg, Switzerland","institution_ids":["https://openalex.org/I4210095958","https://openalex.org/I4210109379"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088211841","display_name":"Denis Gillet","orcid":"https://orcid.org/0000-0002-2570-929X"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Denis Gillet","raw_affiliation_strings":["School of Engineering, École Polytechnique Fédérale de Lausanne (EPFL),Lausanne,Switzerland","School of Engineering, &#x00C9","cole Polytechnique F&#x00E9","d&#x00E9"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, École Polytechnique Fédérale de Lausanne (EPFL),Lausanne,Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"School of Engineering, &#x00C9","institution_ids":[]},{"raw_affiliation_string":"cole Polytechnique F&#x00E9","institution_ids":["https://openalex.org/I142476485"]},{"raw_affiliation_string":"d&#x00E9","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1634","last_page":"1642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11675","display_name":"Open Source Software Innovations","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12128","display_name":"AI in Service Interactions","score":0.9970999956130981,"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/T10260","display_name":"Software Engineering Research","score":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.8865219354629517},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7565427422523499},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.716334879398346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6921744346618652},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5796327590942383},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46065422892570496},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4357925057411194},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.42390209436416626},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35140693187713623},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3465788960456848},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3417609930038452},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.32784396409988403},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.28499752283096313},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10083752870559692},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.08541640639305115}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8865219354629517},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7565427422523499},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.716334879398346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6921744346618652},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5796327590942383},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46065422892570496},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4357925057411194},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.42390209436416626},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35140693187713623},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3465788960456848},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3417609930038452},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.32784396409988403},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.28499752283096313},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10083752870559692},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.08541640639305115},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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":3,"locations":[{"id":"doi:10.1109/educon52537.2022.9766793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon52537.2022.9766793","pdf_url":null,"source":{"id":"https://openalex.org/S4363607828","display_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:291937","is_oa":true,"landing_page_url":"http://www.educon-conference.org/educon2022/index.php","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"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":"conference proceedings"},{"id":"pmh:oai:hesso.tind.io:10021","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/10021","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/10021","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:291937","is_oa":true,"landing_page_url":"http://www.educon-conference.org/educon2022/index.php","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"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":"conference proceedings"},"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1546884423","https://openalex.org/W1563100971","https://openalex.org/W1999184850","https://openalex.org/W2009502384","https://openalex.org/W2021314649","https://openalex.org/W2024151587","https://openalex.org/W2032191478","https://openalex.org/W2066183060","https://openalex.org/W2067995378","https://openalex.org/W2124100711","https://openalex.org/W2148831321","https://openalex.org/W2245860405","https://openalex.org/W2556236082","https://openalex.org/W2608014122","https://openalex.org/W2748916867","https://openalex.org/W2781728735","https://openalex.org/W2807818657","https://openalex.org/W2887775096","https://openalex.org/W2889849786","https://openalex.org/W2899117127","https://openalex.org/W2915938398","https://openalex.org/W2939803556","https://openalex.org/W2963992865","https://openalex.org/W3009335665","https://openalex.org/W3022161378","https://openalex.org/W3048508766","https://openalex.org/W3083762786","https://openalex.org/W3086641389","https://openalex.org/W3138750435","https://openalex.org/W3184900232","https://openalex.org/W3207979500","https://openalex.org/W4235786747","https://openalex.org/W4246032972","https://openalex.org/W6604521588","https://openalex.org/W6632556745","https://openalex.org/W6633758123","https://openalex.org/W6636162904","https://openalex.org/W6691504649","https://openalex.org/W6891875256"],"related_works":["https://openalex.org/W3153702491","https://openalex.org/W2969257295","https://openalex.org/W3008981372","https://openalex.org/W2206096527","https://openalex.org/W2069798959","https://openalex.org/W2151979607","https://openalex.org/W4246032972","https://openalex.org/W2986478207","https://openalex.org/W4383749425","https://openalex.org/W2100259153"],"abstract_inverted_index":{"Over":[0],"the":[1,4,75,100,141,158,164,183,210],"past":[2],"decade,":[3],"use":[5],"of":[6,157,209,227,254],"chatbots":[7,77],"for":[8,207],"educational":[9],"purposes":[10],"has":[11,18,50,73],"gained":[12],"considerable":[13],"traction.":[14],"A":[15],"similar":[16],"trend":[17],"been":[19,51],"observed":[20],"in":[21,79,256],"social":[22,43,106],"coding":[23,44,107],"platforms,":[24],"where":[25],"automated":[26,234],"agents":[27],"support":[28],"software":[29,47,128],"developers":[30],"with":[31,114,163],"tasks":[32],"such":[33,57],"as":[34,58,83],"performing":[35,224],"code":[36,40,81,101,165,184],"reviews.":[37],"While":[38,173],"incorporating":[39],"reviews":[41,82],"and":[42,62,109,132,168,192,229],"platforms":[45,108],"into":[46],"engineering":[48,129],"education":[49],"found":[52],"to":[53,67,112,181,243,249],"be":[54],"beneficial,":[55],"challenges":[56],"steep":[59],"learning":[60,96,171,190],"curves":[61],"privacy":[63],"considerations":[64],"are":[65],"barriers":[66],"their":[68,161,170],"adoption.":[69],"Furthermore,":[70],"no":[71],"study":[72],"addressed":[74],"role":[76],"play":[78],"supporting":[80],"a":[84,125,134],"pedagogical":[85],"tool.":[86],"To":[87],"help":[88],"address":[89],"this":[90,122,225,252],"gap,":[91],"we":[92],"developed":[93],"an":[94,188,238],"online":[95,189],"application":[97,123],"that":[98,143,177,218],"simulates":[99],"review":[102,166,185],"features":[103],"available":[104],"on":[105,127,150,245],"allows":[110],"instructors":[111],"interact":[113],"students":[115,219],"using":[116],"chatbot":[117,147],"identities.":[118],"We":[119,241],"then":[120],"embedded":[121],"within":[124,187],"lesson":[126],"best":[130],"practices":[131],"conducted":[133],"controlled":[135],"in-class":[136],"experiment.":[137],"This":[138],"experiment":[139],"examined":[140],"effect":[142],"explaining":[144],"content":[145],"via":[146],"identities":[148],"had":[149],"three":[151],"aspects:":[152],"(i)":[153],"students’":[154],"perceived":[155],"usability":[156],"lesson,":[159],"(ii)":[160],"engagement":[162],"process,":[167],"(iii)":[169],"gains.":[172],"our":[174,196,214,246],"findings":[175,248],"show":[176],"it":[178],"is":[179],"feasible":[180],"simulate":[182],"process":[186],"platform":[191],"achieve":[193],"good":[194],"usability,":[195],"quantitative":[197],"analysis":[198],"did":[199],"not":[200],"yield":[201],"significant":[202],"differences":[203],"across":[204],"treatment":[205],"conditions":[206],"any":[208],"aspects":[211],"considered.":[212],"Nevertheless,":[213],"qualitative":[215],"results":[216],"suggest":[217],"expect":[220],"explicit":[221],"feedback":[222],"when":[223],"type":[226],"exercise":[228],"could":[230],"thus":[231],"benefit":[232],"from":[233],"replies":[235],"provided":[236],"by":[237],"interactive":[239],"chatbot.":[240],"propose":[242],"build":[244],"current":[247],"further":[250],"explore":[251],"line":[253],"research":[255],"future":[257],"work.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}