{"id":"https://openalex.org/W4412731808","doi":"https://doi.org/10.1145/3735091.3737569","title":"Understanding Help-Seeking Behavior of Students Using LLMs vs. Web Search for Writing SQL Queries","display_name":"Understanding Help-Seeking Behavior of Students Using LLMs vs. Web Search for Writing SQL Queries","publication_year":2025,"publication_date":"2025-06-22","ids":{"openalex":"https://openalex.org/W4412731808","doi":"https://doi.org/10.1145/3735091.3737569"},"language":"en","primary_location":{"id":"doi:10.1145/3735091.3737569","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735091.3737569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Workshop on Data Systems Education: Bridging Education Practice with Education Research","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/A5059798408","display_name":"Harsh Kumar","orcid":"https://orcid.org/0000-0003-2878-3986"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Harsh Kumar","raw_affiliation_strings":["University of Toronto, Toronto, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2878-3986","affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028659802","display_name":"Mohi Reza","orcid":"https://orcid.org/0000-0001-9668-3384"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohi Reza","raw_affiliation_strings":["University of Toronto, Toronto, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9668-3384","affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119105823","display_name":"Jeb Thomas-Mitchell","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jeb Thomas-Mitchell","raw_affiliation_strings":["University of Toronto, Toronto, Canada"],"raw_orcid":"https://orcid.org/0009-0000-7403-2329","affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022204507","display_name":"Ilya Musabirov","orcid":"https://orcid.org/0000-0003-2246-0094"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ilya Musabirov","raw_affiliation_strings":["University of British Columbia, Vancouver, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2246-0094","affiliations":[{"raw_affiliation_string":"University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068203497","display_name":"Lisa Zhang","orcid":"https://orcid.org/0000-0002-7302-6530"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lisa Zhang","raw_affiliation_strings":["University of Toronto Mississauga, Mississauga, Canada"],"raw_orcid":"https://orcid.org/0000-0002-7302-6530","affiliations":[{"raw_affiliation_string":"University of Toronto Mississauga, Mississauga, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017029944","display_name":"Michael Liut","orcid":"https://orcid.org/0000-0003-2965-5302"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael Liut","raw_affiliation_strings":["University of Toronto Mississauga, Mississauga, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2965-5302","affiliations":[{"raw_affiliation_string":"University of Toronto Mississauga, Mississauga, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2035,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84920887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"23","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.9822999835014343,"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/T12171","display_name":"Open Education and E-Learning","score":0.9822999835014343,"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/T11122","display_name":"Online Learning and Analytics","score":0.977400004863739,"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":0.9714000225067139,"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":0.7432128190994263},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.6689178347587585},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5649640560150146},{"id":"https://openalex.org/keywords/sql-injection","display_name":"SQL injection","score":0.47711876034736633},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.4279683828353882},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37253397703170776},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2719990611076355},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.2401973307132721},{"id":"https://openalex.org/keywords/query-by-example","display_name":"Query by Example","score":0.23141640424728394},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.15933731198310852}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7432128190994263},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.6689178347587585},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5649640560150146},{"id":"https://openalex.org/C150451098","wikidata":"https://www.wikidata.org/wiki/Q506059","display_name":"SQL injection","level":5,"score":0.47711876034736633},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4279683828353882},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37253397703170776},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2719990611076355},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.2401973307132721},{"id":"https://openalex.org/C194222762","wikidata":"https://www.wikidata.org/wiki/Q114486","display_name":"Query by Example","level":4,"score":0.23141640424728394},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.15933731198310852}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3735091.3737569","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735091.3737569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Workshop on Data Systems Education: Bridging Education Practice with Education Research","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8899999856948853}],"awards":[{"id":"https://openalex.org/G8386713583","display_name":null,"funder_award_id":"#RGPIN-2024-04348","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1965299423","https://openalex.org/W1990467920","https://openalex.org/W2151313489","https://openalex.org/W2604315311","https://openalex.org/W3160853138","https://openalex.org/W4243482609","https://openalex.org/W4284899043","https://openalex.org/W4293227555","https://openalex.org/W4323037774","https://openalex.org/W4324046518","https://openalex.org/W4366548330","https://openalex.org/W4379046986","https://openalex.org/W4382567344","https://openalex.org/W4383295164","https://openalex.org/W4388094333","https://openalex.org/W4389254307","https://openalex.org/W4390315357","https://openalex.org/W4390985631","https://openalex.org/W4391047416","https://openalex.org/W4391506256","https://openalex.org/W4392542517","https://openalex.org/W4392563703","https://openalex.org/W4392858404","https://openalex.org/W4396832139","https://openalex.org/W4396833177","https://openalex.org/W4400643163","https://openalex.org/W4400770292"],"related_works":["https://openalex.org/W3107810407","https://openalex.org/W2571113418","https://openalex.org/W2359391484","https://openalex.org/W4206678297","https://openalex.org/W3196457791","https://openalex.org/W2133089983","https://openalex.org/W3202423697","https://openalex.org/W4385682279","https://openalex.org/W4372049114","https://openalex.org/W2915735776"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
