{"id":"https://openalex.org/W4407842282","doi":"https://doi.org/10.1145/3706468.3706537","title":"Who Should Be My Tutor? Analyzing the Interactive Effects of Automated Text Personality Styles Between Middle School Students and a Mathematics Chatbot","display_name":"Who Should Be My Tutor? Analyzing the Interactive Effects of Automated Text Personality Styles Between Middle School Students and a Mathematics Chatbot","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407842282","doi":"https://doi.org/10.1145/3706468.3706537"},"language":"en","primary_location":{"id":"doi:10.1145/3706468.3706537","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706537","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":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3706468.3706537","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037732249","display_name":"Hai Li","orcid":"https://orcid.org/0009-0004-7299-2042"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hai Li","raw_affiliation_strings":["University of Florida, Gainesville, USA"],"raw_orcid":"https://orcid.org/0009-0004-7299-2042","affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031131748","display_name":"Wanli Xing","orcid":"https://orcid.org/0000-0002-1446-889X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wanli Xing","raw_affiliation_strings":["University of Florida, Gainesville, USA"],"raw_orcid":"https://orcid.org/0000-0002-1446-889X","affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000207892","display_name":"Chenglu Li","orcid":"https://orcid.org/0000-0002-1782-0457"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenglu Li","raw_affiliation_strings":["University of Utah, Salt Lake City, USA"],"raw_orcid":"https://orcid.org/0000-0002-1782-0457","affiliations":[{"raw_affiliation_string":"University of Utah, Salt Lake City, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049845978","display_name":"Wangda Zhu","orcid":"https://orcid.org/0000-0001-9611-4800"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wangda Zhu","raw_affiliation_strings":["University of Florida, Gainesville, USA"],"raw_orcid":"https://orcid.org/0000-0001-9611-4800","affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012185905","display_name":"Bailing Lyu","orcid":"https://orcid.org/0000-0002-6964-9081"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bailing Lyu","raw_affiliation_strings":["University of Utah, Salt Lake City, USA"],"raw_orcid":"https://orcid.org/0000-0002-6964-9081","affiliations":[{"raw_affiliation_string":"University of Utah, Salt Lake City, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057875613","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0003-0221-040X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["University of Florida, Gainesville, USA"],"raw_orcid":"https://orcid.org/0000-0003-0221-040X","affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006307508","display_name":"Zifeng Liu","orcid":"https://orcid.org/0009-0005-5833-2141"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zifeng Liu","raw_affiliation_strings":["University of Florida, Gainesville, USA"],"raw_orcid":"https://orcid.org/0009-0005-5833-2141","affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"910","last_page":"917"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9958000183105469,"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":0.9958000183105469,"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/T11122","display_name":"Online Learning and Analytics","score":0.989300012588501,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9815000295639038,"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":0.8286702036857605},{"id":"https://openalex.org/keywords/tutor","display_name":"TUTOR","score":0.7648711800575256},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.5996623039245605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5858297348022461},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4539406895637512},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32030948996543884},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3155563473701477},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08122652769088745}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8286702036857605},{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.7648711800575256},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5996623039245605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5858297348022461},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4539406895637512},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32030948996543884},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3155563473701477},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08122652769088745}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3706468.3706537","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706537","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":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3706468.3706537","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706537","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":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W111858957","https://openalex.org/W1983004754","https://openalex.org/W1986605568","https://openalex.org/W2066400059","https://openalex.org/W2085869407","https://openalex.org/W2087538862","https://openalex.org/W2091994826","https://openalex.org/W2099813784","https://openalex.org/W2120899801","https://openalex.org/W2130716178","https://openalex.org/W2146548168","https://openalex.org/W2150344119","https://openalex.org/W2164416778","https://openalex.org/W2423024114","https://openalex.org/W2487523297","https://openalex.org/W2912449576","https://openalex.org/W2918897838","https://openalex.org/W2944356283","https://openalex.org/W2981446007","https://openalex.org/W3015987295","https://openalex.org/W3033129824","https://openalex.org/W3083063794","https://openalex.org/W3100581793","https://openalex.org/W3126448921","https://openalex.org/W3154210404","https://openalex.org/W3157200701","https://openalex.org/W3163247406","https://openalex.org/W3185854663","https://openalex.org/W3208234235","https://openalex.org/W3216904674","https://openalex.org/W4312090823","https://openalex.org/W4392445324","https://openalex.org/W4398143625","https://openalex.org/W4399699201","https://openalex.org/W4400114148","https://openalex.org/W4400643575","https://openalex.org/W4402382405","https://openalex.org/W4402529755","https://openalex.org/W4402601499"],"related_works":["https://openalex.org/W4383501580","https://openalex.org/W4214931137","https://openalex.org/W4313813117","https://openalex.org/W4382052417","https://openalex.org/W3192088754","https://openalex.org/W4387007686","https://openalex.org/W3084631705","https://openalex.org/W3176146353","https://openalex.org/W4293646425","https://openalex.org/W3150216605"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}