{"id":"https://openalex.org/W4407951104","doi":"https://doi.org/10.1109/fie61694.2024.10892925","title":"WIP: Active Learning Through Prompt Engineering and Agentic AI Simulation-A Pilot Project in Computer Networks Education","display_name":"WIP: Active Learning Through Prompt Engineering and Agentic AI Simulation-A Pilot Project in Computer Networks Education","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4407951104","doi":"https://doi.org/10.1109/fie61694.2024.10892925"},"language":"en","primary_location":{"id":"doi:10.1109/fie61694.2024.10892925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10892925","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":"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/A5100873331","display_name":"Xiaoguang Ma","orcid":"https://orcid.org/0009-0009-6839-5428"},"institutions":[{"id":"https://openalex.org/I1745920","display_name":"University of Wisconsin\u2013Platteville","ror":"https://ror.org/02xpkhc07","country_code":"US","type":"education","lineage":["https://openalex.org/I1745920"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoguang Ma","raw_affiliation_strings":["University of Wisconsin-Platteville,Electrical and Computer Engineering Department,Platteville,WI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Platteville,Electrical and Computer Engineering Department,Platteville,WI","institution_ids":["https://openalex.org/I1745920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100759169","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0002-6847-8452"},"institutions":[{"id":"https://openalex.org/I4210149435","display_name":"DELL (United States)","ror":"https://ror.org/05rejmm18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149435"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["Global Operations Dell. Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Global Operations Dell. Inc","institution_ids":["https://openalex.org/I4210149435"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.7636,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98606044,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"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/T11283","display_name":"Experimental Learning in Engineering","score":0.9751999974250793,"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"}},"topics":[{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9751999974250793,"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"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9129999876022339,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.649166464805603},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5315648913383484},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.4715079367160797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4065237045288086},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3860717713832855},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3469659984111786},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33305078744888306},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.32931843400001526},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25933241844177246},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.23790448904037476}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.649166464805603},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5315648913383484},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.4715079367160797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4065237045288086},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3860717713832855},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3469659984111786},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33305078744888306},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.32931843400001526},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25933241844177246},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.23790448904037476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie61694.2024.10892925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10892925","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W3087270408","https://openalex.org/W4211262078","https://openalex.org/W4229376924","https://openalex.org/W4381951307","https://openalex.org/W6846254642","https://openalex.org/W6856580707","https://openalex.org/W6864963229"],"related_works":["https://openalex.org/W2914897824","https://openalex.org/W4224256816","https://openalex.org/W2183624479","https://openalex.org/W2759744443","https://openalex.org/W2076360034","https://openalex.org/W2600177609","https://openalex.org/W2154558208","https://openalex.org/W4386958741","https://openalex.org/W2792317306","https://openalex.org/W2558170155"],"abstract_inverted_index":{"This":[0,53,208],"work-in-progress":[1],"paper":[2],"introduces":[3],"the":[4,28,43,49,83,126,132,145,177,192,237,279,285],"AIca-demic":[5],"system,":[6],"an":[7,87],"innovative":[8],"framework":[9,210],"employing":[10],"Agentic":[11,245],"AI":[12,31,61,64,89,99,146,165,218,246,290,292],"and":[13,32,46,73,95,112,152,159,181,203,214,232,244,269,298],"Agile":[14,137],"methodologies":[15],"to":[16,36,41,110,141,169,230,266,283,291],"enhance":[17],"learning":[18,44,58,121,250,270],"in":[19,195,200,220,271],"complex":[20,149,253],"domains":[21],"such":[22],"as":[23],"computer":[24,196,260],"networks.":[25],"Positioned":[26],"within":[27],"topic":[29],"of":[30,71,134,144,164,190,240],"Machine":[33],"Learning":[34],"Tools":[35],"Enhance":[37],"Instruction,":[38],"it":[39],"aims":[40,229],"revolutionize":[42],"experience":[45],"outcomes":[47],"for":[48,148,217,247],"intricate":[50],"subject":[51],"matter.":[52],"system":[54,85,127],"emphasizes":[55],"active,":[56],"adaptive":[57],"experiences":[59],"through":[60,128],"generated":[62],"or":[63],"improved":[65],"educational":[66,173,221],"materials":[67,174],"with":[68,104,176],"multiple":[69,118],"iterations":[70],"feedback":[72,154],"improvement":[74],"cycles.":[75],"Utilizing":[76],"fine":[77],"tuned":[78],"large":[79],"language":[80],"models":[81],"(LLM),":[82],"AIcademic":[84,92,209],"assembles":[86],"interactive":[88],"team,":[90],"e.g.":[91],"Professor,":[93],"Student,":[94],"Instructional":[96],"Designer.":[97],"Each":[98],"agent":[100,160],"is":[101,123,139,167],"uniquely":[102],"configured":[103],"our":[105],"POISE":[106],"prompt":[107,129,287],"engineering":[108,130],"model":[109],"analyze":[111],"simulate":[113],"real-time":[114],"classroom":[115],"interactions":[116],"from":[117,186,278],"viewpoints.":[119],"Active":[120],"pedagogy":[122],"embedded":[124],"into":[125],"during":[131],"creation":[133],"each":[135],"agent.":[136],"methodology":[138],"employed":[140],"organize":[142],"collaborations":[143],"agents":[147],"task":[150],"planning":[151],"implementation,":[153],"integration,":[155],"output":[156],"con-tinuous":[157],"improvement,":[158],"self-enhancement.":[161],"A":[162],"suite":[163],"tools":[166],"explored":[168],"dynamically":[170],"create":[171],"tailored":[172],"aligned":[175],"educator's":[178],"teaching":[179,191,268],"preferences":[180],"students'":[182],"needs.":[183],"Preliminary":[184],"results":[185],"a":[187,212,264,272],"pilot":[188],"implementation":[189],"transport":[193],"layer":[194],"networks":[197],"demon-strated":[198],"improvements":[199],"student":[201],"engagement":[202],"comprehension":[204],"over":[205],"previous":[206],"materials.":[207],"presents":[211],"promising":[213],"scalable":[215],"paradigm":[216],"applications":[219],"environments.":[222],"While":[223],"still":[224],"under":[225],"development,":[226],"this":[227],"research":[228],"refine":[231,284],"expand":[233],"these":[234],"findings,":[235],"exploring":[236],"full":[238],"potential":[239],"integrating":[241],"Prompt":[242],"Engineering":[243],"creating":[248],"active":[249],"environments":[251],"across":[252],"technical":[254],"subjects.":[255],"The":[256],"implications":[257],"extend":[258],"beyond":[259],"network":[261],"education,":[262],"offering":[263],"blueprint":[265],"redefine":[267],"technology-enhanced":[273],"era.":[274],"We":[275],"invite":[276],"collaboration":[277],"broader":[280],"academic":[281],"community":[282],"Agent":[286],"design,":[288],"automate":[289],"interactions,":[293],"assess":[294],"long":[295],"term":[296],"impacts,":[297],"explore":[299],"further":[300],"applications.":[301]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
