{"id":"https://openalex.org/W2922293942","doi":"https://doi.org/10.1109/fie.2018.8658758","title":"Personalized Learning Tool for Thermodynamics","display_name":"Personalized Learning Tool for Thermodynamics","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2922293942","doi":"https://doi.org/10.1109/fie.2018.8658758","mag":"2922293942"},"language":"en","primary_location":{"id":"doi:10.1109/fie.2018.8658758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2018.8658758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5050806188","display_name":"Quintana Clark","orcid":"https://orcid.org/0000-0002-9008-5479"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quintana M. Clark","raw_affiliation_strings":["Agricultural Science Education and Communication, Purdue University, West Lafayette, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Science Education and Communication, Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109006047","display_name":"Jason V. Clark","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason V. Clark","raw_affiliation_strings":["Electrical and Computer Engineering, Auburn University, Auburn, AL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Auburn University, Auburn, AL","institution_ids":["https://openalex.org/I82497590"]}]}],"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":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9764999747276306,"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":0.9764999747276306,"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/T12884","display_name":"Educational Assessment and Pedagogy","score":0.9718000292778015,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9656999707221985,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6659063696861267},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6274334788322449},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6057402491569519},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.5897495746612549},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48500940203666687},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18969795107841492}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6659063696861267},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6274334788322449},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6057402491569519},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.5897495746612549},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48500940203666687},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18969795107841492},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie.2018.8658758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2018.8658758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1551683416","https://openalex.org/W1980220544","https://openalex.org/W1984314602","https://openalex.org/W1987047520","https://openalex.org/W1993133902","https://openalex.org/W2010285722","https://openalex.org/W2019651858","https://openalex.org/W2021343388","https://openalex.org/W2039949194","https://openalex.org/W2045139024","https://openalex.org/W2067218629","https://openalex.org/W2081094978","https://openalex.org/W2100254477","https://openalex.org/W2114375149","https://openalex.org/W2134840972","https://openalex.org/W2169023909","https://openalex.org/W2179683524","https://openalex.org/W2186326624","https://openalex.org/W2228139494","https://openalex.org/W2341419465","https://openalex.org/W2579555219","https://openalex.org/W2579606709","https://openalex.org/W2611008287","https://openalex.org/W2612164417","https://openalex.org/W2619226975","https://openalex.org/W2620847371","https://openalex.org/W2621187314","https://openalex.org/W2677248296","https://openalex.org/W2756857712","https://openalex.org/W4210973361","https://openalex.org/W4232734439","https://openalex.org/W4236896220","https://openalex.org/W6667613413","https://openalex.org/W6688994982","https://openalex.org/W6704310643","https://openalex.org/W6737456397","https://openalex.org/W6737801355","https://openalex.org/W6738336562","https://openalex.org/W6738616155","https://openalex.org/W6738995159","https://openalex.org/W6744486479","https://openalex.org/W7019954910"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2186864281","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W4255427455","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857"],"abstract_inverted_index":{"This":[0,118],"Research-Work-in-Progress":[1],"presents":[2,120],"a":[3,10,56,121,154,163,224,228,237,254],"significant":[4],"advance":[5],"in":[6,83,217,220],"the":[7,35,50,79,116,134,188,203,243],"development":[8,189],"of":[9,16,73,81,99,123,190,206,223,240,257],"personalized":[11],"learning":[12],"tool":[13,93,215,244],"for":[14,230],"students":[15,171,262],"science,":[17],"technology,":[18],"engineering,":[19],"or":[20,75,259],"mathematics":[21],"(STEM)":[22],"who":[23,252,263],"are":[24,113],"struggling":[25],"to":[26,29,37,43,48,54,65,77,103,108,126,144,147,173,265,273],"learn":[27],"how":[28,172],"solve":[30,38,127],"difficult":[31],"word":[32,39,110,128,177],"problems.":[33,85],"Developing":[34],"skill":[36],"problems":[40,111,178],"is":[41,87,96,133,148,153,192,270],"required":[42],"do":[44],"well":[45],"on":[46,70,202],"exams,":[47],"complete":[49,193],"STEM":[51,58],"degree,":[52],"and":[53,89,159,179,181,194,227],"have":[55,61,142],"successful":[57],"career.":[59],"There":[60],"been":[62],"several":[63],"efforts":[64],"develop":[66],"tools":[67],"that":[68,112,130],"focus":[69],"predefined":[71,84,241],"explanations":[72],"concepts":[74],"trying":[76],"determine":[78],"point":[80],"error":[82],"What":[86],"new":[88],"different":[90,255],"about":[91],"our":[92,212],"called":[94],"Pathway":[95,146,169,191,269],"its":[97,200],"use":[98],"artificial":[100],"intelligence":[101],"(AI)":[102],"derive":[104],"multiple":[105],"solution":[106],"paths":[107],"custom":[109],"created":[114],"by":[115,249,261],"student.":[117],"paper":[119],"proof-of-concept":[122],"Pathway's":[124],"ability":[125],"problems;":[129],"is,":[131],"it":[132,152,235],"first":[135,139],"word-problem":[136],"solver.":[137],"The":[138],"course":[140],"we":[141,197],"chosen":[143],"apply":[145],"Engineering":[149,231],"Thermodynamics":[150],"because":[151],"well-known":[155],"weed":[156],"out":[157],"course,":[158],"mechanical":[160],"engineering":[161],"has":[162],"low":[164],"49%":[165],"retention":[166],"rate.":[167],"Presently,":[168],"shows":[170],"set":[174,239],"up":[175],"their":[176],"assumptions":[180],"describes":[182],"symbolic":[183],"step-by-step":[184],"solutions":[185],"paths.":[186],"Once":[187],"fully":[195],"tested,":[196],"will":[198],"investigate":[199],"effect":[201],"exam":[204],"scores":[205,222],"students.":[207],"A":[208],"study":[209],"conducted":[210],"with":[211],"prior":[213],"e-learning":[214],"resulted":[216],"an":[218],"increase":[219],"exams":[221],"letter":[225],"grade":[226],"half":[229],"Thermodynamics.":[232],"However,":[233],"since":[234],"used":[236,248,260],"limited":[238],"word-problems,":[242],"could":[245],"not":[246],"be":[247],"other":[250],"instructors":[251],"cover":[253],"sequence":[256],"topics":[258],"want":[264],"explore":[266],"what-if":[267],"scenarios.":[268],"being":[271],"developed":[272],"address":[274],"those":[275],"challenges.":[276]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
