{"id":"https://openalex.org/W7131392340","doi":"https://doi.org/10.48550/arxiv.2602.20544","title":"Changing the Optics: Comparing Traditional and Retrieval-Augmented GenAI E-Tutorials in Interdisciplinary Learning","display_name":"Changing the Optics: Comparing Traditional and Retrieval-Augmented GenAI E-Tutorials in Interdisciplinary Learning","publication_year":2026,"publication_date":"2026-02-24","ids":{"openalex":"https://openalex.org/W7131392340","doi":"https://doi.org/10.48550/arxiv.2602.20544"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2602.20544","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.20544","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2602.20544","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126844633","display_name":"Hannah Kim","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kim, Hannah","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029721254","display_name":"Rahad Arman Nabid","orcid":"https://orcid.org/0000-0002-6562-6595"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nabid, Rahad Arman","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126797266","display_name":"Jeni Sorathiya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sorathiya, Jeni","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126788021","display_name":"Minh Doan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Doan, Minh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113904790","display_name":"Elijah Jordan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jordan, Elijah","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126841772","display_name":"Rayhana Nasimova","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nasimova, Rayhana","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122975653","display_name":"Sergei L. Kosakovsky Pond","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pond, Sergei L. Kosakovsky","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5126814938","display_name":"Stephen MacNeil","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"MacNeil, Stephen","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5126844633"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.4537000060081482,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.4537000060081482,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.20759999752044678,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.061500001698732376,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5188000202178955},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.47269999980926514},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.3894999921321869},{"id":"https://openalex.org/keywords/information-seeking","display_name":"Information seeking","score":0.38040000200271606},{"id":"https://openalex.org/keywords/cognitive-style","display_name":"Cognitive style","score":0.3271999955177307},{"id":"https://openalex.org/keywords/cognitive-load","display_name":"Cognitive load","score":0.3165000081062317}],"concepts":[{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5188000202178955},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.47269999980926514},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4691999852657318},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.41130000352859497},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.3894999921321869},{"id":"https://openalex.org/C2776636917","wikidata":"https://www.wikidata.org/wiki/Q3772297","display_name":"Information seeking","level":2,"score":0.38040000200271606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3677999973297119},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.3271999955177307},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.3165000081062317},{"id":"https://openalex.org/C2776933542","wikidata":"https://www.wikidata.org/wiki/Q18418842","display_name":"Information behavior","level":2,"score":0.3125},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.30820000171661377},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2930000126361847},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.28949999809265137},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2687000036239624},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.26669999957084656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2602.20544","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.20544","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2602.20544","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.20544","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8675187826156616}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Understanding":[0],"information-seeking":[1,46],"behaviors":[2,47,118],"in":[3,21,76,135],"e-learning":[4],"is":[5],"critical,":[6],"as":[7],"learners":[8,45,78],"must":[9],"often":[10],"make":[11],"sense":[12],"of":[13,69,106],"complex":[14],"and":[15,60,104,116],"fragmented":[16],"information,":[17],"a":[18,73,82,86],"challenge":[19],"compounded":[20],"interdisciplinary":[22],"fields":[23],"with":[24,80,119],"diverse":[25],"prior":[26],"knowledge.":[27],"Compared":[28],"to":[29,37,124],"traditional":[30,59,83,99],"e-tutorials,":[31],"GenAI":[32,87,111],"e-tutorials":[33],"offer":[34,130],"new":[35],"ways":[36],"navigate":[38],"information":[39,93,108],"spaces,":[40],"yet":[41],"how":[42],"they":[43],"shape":[44],"remains":[48],"unclear.":[49],"To":[50],"address":[51],"this":[52],"gap,":[53],"we":[54],"characterized":[55],"behavioral":[56],"differences":[57],"between":[58],"GenAI-mediated":[61],"e-tutorial":[62,84,88],"learning":[63],"using":[64],"the":[65,90,98,107,125],"three":[66],"search":[67],"modes":[68],"orienteering.":[70],"We":[71,95],"conducted":[72],"between-subject":[74],"study":[75],"which":[77],"engaged":[79],"either":[81],"or":[85],"accessing":[89],"same":[91],"underlying":[92],"content.":[94],"found":[96],"that":[97],"users":[100,112],"maintained":[101],"greater":[102],"awareness":[103],"focus":[105],"space,":[109],"whereas":[110],"exhibited":[113],"more":[114],"proactive":[115],"exploratory":[117],"lower":[120],"cognitive":[121],"load":[122],"due":[123],"querying-driven":[126],"interaction.":[127],"These":[128],"findings":[129],"guidance":[131],"for":[132],"designing":[133],"tutorials":[134],"e-learning.":[136]},"counts_by_year":[],"updated_date":"2026-02-26T06:34:08.959763","created_date":"2026-02-26T00:00:00"}
