{"id":"https://openalex.org/W4242898482","doi":"https://doi.org/10.5121/mlaij.2021.8301","title":"A Development Framework for a Conversational Agent to Explore Machine Learning Concepts","display_name":"A Development Framework for a Conversational Agent to Explore Machine Learning Concepts","publication_year":2021,"publication_date":"2021-09-30","ids":{"openalex":"https://openalex.org/W4242898482","doi":"https://doi.org/10.5121/mlaij.2021.8301"},"language":"en","primary_location":{"id":"doi:10.5121/mlaij.2021.8301","doi":"https://doi.org/10.5121/mlaij.2021.8301","is_oa":true,"landing_page_url":"http://doi.org/10.5121/mlaij.2021.8301","pdf_url":"https://doi.org/10.5121/mlaij.2021.8301","source":{"id":"https://openalex.org/S4210225372","display_name":"Machine Learning and Applications An International Journal","issn_l":"2394-0840","issn":["2394-0840"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning and Applications: An International Journal","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4242898482"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.5121/mlaij.2021.8301","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062120323","display_name":"Ayse Kok Arslan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ayse Kok Arslan","raw_affiliation_strings":["Oxford Alumni of Northern California, Santa Clara, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oxford Alumni of Northern California, Santa Clara, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5062120323"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"3","first_page":"1","last_page":"14"},"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":0.6718999743461609,"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":0.6718999743461609,"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"}},{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.16210000216960907,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.020899999886751175,"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/chatbots","display_name":"chatbots","score":0.9580000042915344},{"id":"https://openalex.org/keywords/ai-literacy","display_name":"AI literacy","score":0.9190000295639038},{"id":"https://openalex.org/keywords/machine-learning-education","display_name":"machine learning education","score":0.8930000066757202},{"id":"https://openalex.org/keywords/curriculum-development","display_name":"curriculum development","score":0.621999979019165},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"conceptual framework","score":0.7900000214576721},{"id":"https://openalex.org/keywords/computer-science-education","display_name":"computer science education","score":0.5529999732971191}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7396814227104187},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5597549676895142},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.48140621185302734},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4670841693878174},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.460932195186615},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4423106610774994},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.43473875522613525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37175875902175903},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3201044201850891},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22127211093902588},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.11015552282333374},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09187749028205872},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5121/mlaij.2021.8301","doi":"https://doi.org/10.5121/mlaij.2021.8301","is_oa":true,"landing_page_url":"http://doi.org/10.5121/mlaij.2021.8301","pdf_url":"https://doi.org/10.5121/mlaij.2021.8301","source":{"id":"https://openalex.org/S4210225372","display_name":"Machine Learning and Applications An International Journal","issn_l":"2394-0840","issn":["2394-0840"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning and Applications: An International Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5121/mlaij.2021.8301","doi":"https://doi.org/10.5121/mlaij.2021.8301","is_oa":true,"landing_page_url":"http://doi.org/10.5121/mlaij.2021.8301","pdf_url":"https://doi.org/10.5121/mlaij.2021.8301","source":{"id":"https://openalex.org/S4210225372","display_name":"Machine Learning and Applications An International Journal","issn_l":"2394-0840","issn":["2394-0840"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning and Applications: An International Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7567999958992004,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4242898482.pdf","grobid_xml":"https://content.openalex.org/works/W4242898482.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1417541313","https://openalex.org/W1583835848","https://openalex.org/W2013391963","https://openalex.org/W2151205813","https://openalex.org/W2155346182","https://openalex.org/W2155559725","https://openalex.org/W2158083516","https://openalex.org/W2406607025","https://openalex.org/W2474145033","https://openalex.org/W2501145764","https://openalex.org/W2553850813","https://openalex.org/W2555176861","https://openalex.org/W2560569553","https://openalex.org/W2588659284","https://openalex.org/W2747547340","https://openalex.org/W2790674116","https://openalex.org/W2803746316","https://openalex.org/W2898696586","https://openalex.org/W2900728025","https://openalex.org/W2902455206","https://openalex.org/W2908418298","https://openalex.org/W2911902067","https://openalex.org/W2940225719","https://openalex.org/W2948757764","https://openalex.org/W2953367771","https://openalex.org/W2960733830","https://openalex.org/W2961152996","https://openalex.org/W2975286214","https://openalex.org/W2981094098","https://openalex.org/W3011442931","https://openalex.org/W3015459598","https://openalex.org/W3023796706","https://openalex.org/W3083487710","https://openalex.org/W3100817270","https://openalex.org/W3179482914","https://openalex.org/W4230379463","https://openalex.org/W4230697284","https://openalex.org/W4232883390","https://openalex.org/W6683220357"],"related_works":["https://openalex.org/W3156804342","https://openalex.org/W7166130139","https://openalex.org/W3130514088","https://openalex.org/W7167704728","https://openalex.org/W4403873543","https://openalex.org/W4415274346","https://openalex.org/W4402996095","https://openalex.org/W4399488707","https://openalex.org/W4413625621","https://openalex.org/W7129696422"],"abstract_inverted_index":{"This":[0,35,72],"study":[1],"aims":[2],"to":[3,11,21,67,88,94],"introduce":[4],"a":[5,40,52,60,69,80],"discussion":[6,96],"platform":[7],"and":[8,27,50,74,97],"curriculum":[9],"designed":[10],"help":[12],"people":[13],"understand":[14,28],"how":[15,20,29],"machines":[16],"learn.":[17],"Research":[18],"shows":[19],"train":[22],"an":[23],"agent":[24],"through":[25],"dialogue":[26],"information":[30],"is":[31],"represented":[32],"using":[33],"visualization.":[34],"paper":[36,90],"starts":[37],"by":[38],"providing":[39],"comprehensive":[41],"definition":[42],"of":[43,55,62],"AI":[44,64,102],"literacy":[45,65],"based":[46,83],"on":[47,84,101],"existing":[48],"research":[49,100],"integrates":[51],"wide":[53],"range":[54],"different":[56],"subject":[57],"documents":[58],"into":[59,79],"set":[61],"key":[63],"skills":[66],"develop":[68],"user-centered":[70],"AI.":[71],"functionality":[73],"structural":[75],"considerations":[76],"are":[77],"organized":[78],"conceptual":[81],"framework":[82],"the":[85,105],"literature.":[86],"Contributions":[87],"this":[89],"can":[91],"be":[92],"used":[93],"initiate":[95],"guide":[98],"future":[99],"learning":[103],"within":[104],"computer":[106],"science":[107],"community.":[108]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-05-12T00:00:00"}