{"id":"https://openalex.org/W4403278634","doi":"https://doi.org/10.1109/is61756.2024.10705253","title":"How AI can Help Learners to Develop Conceptual Knowledge in Digital Learning Environments","display_name":"How AI can Help Learners to Develop Conceptual Knowledge in Digital Learning Environments","publication_year":2024,"publication_date":"2024-08-29","ids":{"openalex":"https://openalex.org/W4403278634","doi":"https://doi.org/10.1109/is61756.2024.10705253"},"language":"en","primary_location":{"id":"doi:10.1109/is61756.2024.10705253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is61756.2024.10705253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 12th International Conference on Intelligent Systems (IS)","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/A5103920338","display_name":"Kurt Englmeier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128802","display_name":"Schmalkalden University of Applied Sciences","ror":"https://ror.org/02nq4wt82","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210128802"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kurt Englmeier","raw_affiliation_strings":["Schmalkalden University of Applied Science,Faculty of Computer Science,Schmalkalden,Germany"],"affiliations":[{"raw_affiliation_string":"Schmalkalden University of Applied Science,Faculty of Computer Science,Schmalkalden,Germany","institution_ids":["https://openalex.org/I4210128802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002435187","display_name":"Pedro Contreras","orcid":"https://orcid.org/0000-0002-3394-1195"},"institutions":[{"id":"https://openalex.org/I4210128802","display_name":"Schmalkalden University of Applied Sciences","ror":"https://ror.org/02nq4wt82","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210128802"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Pedro Contreras","raw_affiliation_strings":["Schmalkalden University of Applied Science,Faculty of Computer Science,Schmalkalden,Germany"],"affiliations":[{"raw_affiliation_string":"Schmalkalden University of Applied Science,Faculty of Computer Science,Schmalkalden,Germany","institution_ids":["https://openalex.org/I4210128802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103920338"],"corresponding_institution_ids":["https://openalex.org/I4210128802"],"apc_list":null,"apc_paid":null,"fwci":0.4743,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7434219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.921500027179718,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.921500027179718,"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":0.7585446834564209},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47951605916023254},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.43974053859710693},{"id":"https://openalex.org/keywords/digital-learning","display_name":"Digital learning","score":0.4137248992919922},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4025581479072571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37167099118232727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7585446834564209},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47951605916023254},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.43974053859710693},{"id":"https://openalex.org/C2780468074","wikidata":"https://www.wikidata.org/wiki/Q16628824","display_name":"Digital learning","level":2,"score":0.4137248992919922},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4025581479072571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37167099118232727}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/is61756.2024.10705253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is61756.2024.10705253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 12th International Conference on Intelligent Systems (IS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W65046643","https://openalex.org/W2098880898","https://openalex.org/W2799347842","https://openalex.org/W2978925769","https://openalex.org/W4213346165","https://openalex.org/W4254431624","https://openalex.org/W4312202055","https://openalex.org/W4390043321","https://openalex.org/W4391129123","https://openalex.org/W6601122344"],"related_works":["https://openalex.org/W3188962172","https://openalex.org/W2772917594","https://openalex.org/W4312825515","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W304855073","https://openalex.org/W2131146434","https://openalex.org/W2951359407","https://openalex.org/W4376623224","https://openalex.org/W3136979370"],"abstract_inverted_index":{"Self-paced":[0],"learning":[1,23,36,57,98,151],"engenders":[2],"flexibility,":[3],"individuality":[4],"and":[5,21,48,53,65,94,105,109],"autonomy,":[6],"allowing":[7],"learners":[8,138],"to":[9,80,139],"acquire":[10],"knowledge":[11,181],"at":[12],"their":[13,35,150],"convenience.":[14],"Learners,":[15],"in":[16,55,102,169],"fact,":[17],"increasingly":[18],"seek":[19],"flexible":[20],"personalized":[22],"experiences.":[24],"They":[25],"require":[26],"systems":[27],"that":[28,59],"not":[29],"only":[30],"accommodate":[31],"but":[32],"also":[33],"enhance":[34],"journeys.":[37],"This":[38],"paper":[39],"presents":[40],"the":[41,49,81,90,128,142,146,160,170],"combination":[42],"of":[43,51,63,71,92,127,145,156,163,172],"artificial":[44],"intelligence":[45],"(AI)":[46],"features":[47],"design":[50,158],"interaction":[52],"communication":[54],"a":[56,118,124],"format":[58,99],"fosters":[60],"learners'":[61],"acquisition":[62],"comprehensive":[64],"sustainable":[66,180],"knowledge.":[67,88],"The":[68],"primary":[69],"focus":[70],"our":[72,97,157],"approach":[73],"is":[74,114,159],"on":[75,141],"individuals":[76],"who":[77],"are":[78,177],"new":[79],"course":[82],"subject":[83,129],"or":[84],"possess":[85],"limited":[86],"prior":[87],"Recognizing":[89],"importance":[91],"structured":[93],"coherent":[95],"content,":[96,147],"emphasizes":[100],"uniformity":[101],"both":[103],"appearance":[104],"language":[106,167],"across":[107],"text":[108],"quiz":[110],"pages.":[111],"Such":[112],"consistency":[113],"crucial":[115],"for":[116,179],"building":[117],"stable":[119],"conceptual":[120,174],"framework,":[121],"which":[122,176],"facilitates":[123],"deeper":[125],"understanding":[126],"matter.":[130],"By":[131],"minimizing":[132],"extraneous":[133],"cognitive":[134],"load,":[135],"we":[136],"enable":[137],"concentrate":[140],"intrinsic":[143],"elements":[144],"thereby":[148],"enhancing":[149],"experience.":[152],"A":[153],"significant":[154],"aspect":[155],"strategic":[161],"use":[162],"natural":[164],"language.":[165],"Consistent":[166],"aids":[168],"formation":[171],"domain-specific":[173],"frameworks,":[175],"essential":[178],"acquisition.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}