{"id":"https://openalex.org/W4407951584","doi":"https://doi.org/10.1109/fie61694.2024.10893330","title":"WIP: Just-in-Time AI Assisted Formative Feedback for Written, Oral, Team-Based Assessment Tasks: What Worked, What Didn't and Why","display_name":"WIP: Just-in-Time AI Assisted Formative Feedback for Written, Oral, Team-Based Assessment Tasks: What Worked, What Didn't and Why","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4407951584","doi":"https://doi.org/10.1109/fie61694.2024.10893330"},"language":"en","primary_location":{"id":"doi:10.1109/fie61694.2024.10893330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","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/A5010526266","display_name":"May Lim","orcid":"https://orcid.org/0000-0001-7210-7083"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"May Lim","raw_affiliation_strings":["School of Chemical Engineering, The University of New South Wales,Sydney,NSW,Australia,2052"],"affiliations":[{"raw_affiliation_string":"School of Chemical Engineering, The University of New South Wales,Sydney,NSW,Australia,2052","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010526266"],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24925971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.43970000743865967,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.43970000743865967,"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/formative-assessment","display_name":"Formative assessment","score":0.9212332963943481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6397919058799744},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42060911655426025},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.38939595222473145},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3252145051956177},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.2986661493778229},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2411932647228241},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09422498941421509}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.9212332963943481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6397919058799744},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42060911655426025},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.38939595222473145},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3252145051956177},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2986661493778229},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2411932647228241},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09422498941421509}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie61694.2024.10893330","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10893330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4300000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1597051449","https://openalex.org/W2115669451","https://openalex.org/W2119283533","https://openalex.org/W2774723506","https://openalex.org/W2981551119","https://openalex.org/W3168355547","https://openalex.org/W3204468044","https://openalex.org/W4386536631","https://openalex.org/W4389210056","https://openalex.org/W4392721344","https://openalex.org/W6856018577"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4392721137","https://openalex.org/W609482051","https://openalex.org/W3199325201","https://openalex.org/W2792035366","https://openalex.org/W4386050096","https://openalex.org/W2360976019","https://openalex.org/W2906881146"],"abstract_inverted_index":{"This":[0],"innovative":[1],"practice":[2],"WIP":[3],"paper":[4,282],"describes":[5],"the":[6,51,64,73,92,100,109,123,150,153,156,173,205,235,238,246,262,265,281],"use":[7,276],"of":[8,53,95,108,118,127,152,220,240,264],"three":[9],"large":[10],"language":[11],"model-based":[12],"pre-trained":[13,120,180,212,222,297],"AI":[14,48,121,181,213,223,298],"(LLM-based":[15],"AI),":[16],"Inflection's":[17],"Pi,":[18],"Azure":[19,23],"OpenAI":[20,24],"GPT-3.5-Turbo":[21],"and":[22,30,36,59,72,103,125,133,141,199,242,245,252,257,271,291],"GPT-4":[25],"models":[26,86,236,266],"to":[27,90,112,172,192,201,248,274,287],"provide":[28],"insightful":[29],"timely":[31],"feedback":[32,129,187,208,225,269,300],"across":[33],"written,":[34],"oral,":[35],"team-based":[37],"assessment":[38],"tasks":[39],"in":[40,56,69,185,204,294,299],"a":[41,138,268],"capstone":[42],"engineering":[43],"design":[44,132],"course.":[45],"These":[46],"LLM-based":[47,119,179,211,221,296],"could":[49],"analyze":[50,91],"content":[52],"artefacts":[54],"produced":[55,209],"formative":[57,128],"verbal":[58],"written":[60],"tasks,":[61],"ensuring":[62],"that":[63,194],"students":[65,154],"include":[66],"relevant":[67],"information":[68],"their":[70,275],"report,":[71],"report":[74],"requirements":[75],"such":[76],"as":[77,159,161,267],"structure,":[78],"grammar,":[79],"style,":[80],"mechanics":[81],"etc.":[82],"are":[83,196],"met.":[84],"The":[85,116,207,218],"were":[87],"also":[88],"used":[89],"meeting":[93],"transcripts":[94],"student":[96,110],"teams,":[97],"thus":[98],"allowing":[99],"teamwork":[101,134],"process":[102],"contributions":[104],"from":[105],"each":[106],"member":[107],"team":[111,166],"be":[113,169],"monitored":[114],"closely.":[115],"integration":[117,219],"increased":[122],"timeliness":[124],"effectiveness":[126],"on":[130,149],"students'":[131,272],"processes,":[135],"thereby":[136],"fostering":[137],"more":[139],"adaptive":[140,258],"personalized":[142,243],"learning":[143,259],"experience.":[144],"Any":[145],"missteps":[146],"or":[147],"misunderstandings":[148],"part":[151],"regarding":[155],"task":[157],"requirements,":[158],"well":[160],"any":[162],"issues":[163],"arising":[164],"within":[165],"interactions":[167],"can":[168],"promptly":[170],"communicated":[171],"instructor":[174],"for":[175,230],"immediate":[176],"resolution.":[177],"While":[178],"holds":[182,227],"significant":[183],"promise":[184,239],"transforming":[186],"practice,":[188],"it":[189],"is":[190],"important":[191],"acknowledge":[193],"there":[195],"still":[197],"limitations":[198,290],"barriers":[200],"practical":[202],"implementation":[203],"classroom.":[206],"by":[210,283],"lacks":[214],"nuanced":[215],"contextual":[216],"understanding.":[217],"into":[224],"practices":[226],"transformative":[228],"potential":[229,247],"education.":[231],"On":[232],"one":[233],"hand,":[234],"offer":[237],"responsive":[241],"learning,":[244],"foster":[249],"critical":[250],"thinking":[251],"problem-solving":[253],"skills":[254],"through":[255],"interactive":[256],"platforms.":[260],"Conversely,":[261],"reliability":[263],"tool":[270],"receptions":[273],"remains":[277],"ambiguous.":[278],"We":[279],"conclude":[280],"proposing":[284],"some":[285],"strategies":[286],"overcome":[288],"these":[289],"support":[292],"academics":[293],"applying":[295],"practice.":[301]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}