{"id":"https://openalex.org/W4390094975","doi":"https://doi.org/10.1145/3570945.3607320","title":"Towards an Adaptive Pedagogical Agent in a Reading Intervention Using Reinforcement Learning","display_name":"Towards an Adaptive Pedagogical Agent in a Reading Intervention Using Reinforcement Learning","publication_year":2023,"publication_date":"2023-09-19","ids":{"openalex":"https://openalex.org/W4390094975","doi":"https://doi.org/10.1145/3570945.3607320"},"language":"en","primary_location":{"id":"doi:10.1145/3570945.3607320","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3570945.3607320","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3570945.3607320","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3570945.3607320","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003111331","display_name":"Anna Riedmann","orcid":"https://orcid.org/0000-0002-1969-8563"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anna Riedmann","raw_affiliation_strings":["Human-Computer Interaction, University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1969-8563","affiliations":[{"raw_affiliation_string":"Human-Computer Interaction, University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021368652","display_name":"Birgit Lugrin","orcid":"https://orcid.org/0000-0002-2362-0080"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Birgit Lugrin","raw_affiliation_strings":["Human-Computer Interaction, University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2362-0080","affiliations":[{"raw_affiliation_string":"Human-Computer Interaction, University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I25974101"],"apc_list":null,"apc_paid":null,"fwci":0.4356,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62593228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9864000082015991,"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/T12128","display_name":"AI in Service Interactions","score":0.9864000082015991,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9749000072479248,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.8312423229217529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6655139327049255},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6509386897087097},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6202465295791626},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.609705924987793},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.513596773147583},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3400030732154846},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33858245611190796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23857170343399048},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23054125905036926},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.06949743628501892},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.066535085439682}],"concepts":[{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.8312423229217529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6655139327049255},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6509386897087097},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6202465295791626},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.609705924987793},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.513596773147583},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3400030732154846},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33858245611190796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23857170343399048},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23054125905036926},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.06949743628501892},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.066535085439682},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3570945.3607320","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3570945.3607320","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3570945.3607320","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3570945.3607320","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3570945.3607320","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3570945.3607320","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM International Conference on Intelligent Virtual Agents","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G8262681544","display_name":null,"funder_award_id":"03VP07080","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390094975.pdf","grobid_xml":"https://content.openalex.org/works/W4390094975.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1041173458","https://openalex.org/W1680797894","https://openalex.org/W2026708800","https://openalex.org/W2071830003","https://openalex.org/W2117692546","https://openalex.org/W2121627830","https://openalex.org/W2145339207","https://openalex.org/W2549417078","https://openalex.org/W2619361958","https://openalex.org/W2713209676","https://openalex.org/W2894693562","https://openalex.org/W2904197112","https://openalex.org/W2905180035","https://openalex.org/W2965671729","https://openalex.org/W3001483148","https://openalex.org/W3004720641","https://openalex.org/W3005086359","https://openalex.org/W3192788121","https://openalex.org/W4226185733","https://openalex.org/W4308099535","https://openalex.org/W4376597224"],"related_works":["https://openalex.org/W2920061524","https://openalex.org/W4310083477","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2089013912","https://openalex.org/W2076061571","https://openalex.org/W1987513656","https://openalex.org/W2145821588"],"abstract_inverted_index":{"Learning":[0,89],"to":[1,27,31,47,90,98],"read":[2],"can":[3,22],"be":[4,24],"difficult,":[5],"but":[6],"is":[7,12],"a":[8,40,75,113,118],"crucial":[9],"skill":[10],"that":[11],"needed":[13],"for":[14,51,59,80,116],"the":[15,28,92,96,124],"whole":[16],"lifespan.":[17],"Deficiencies":[18],"in":[19,66,74],"reading":[20,33,49,77,84,128],"capabilities":[21],"often":[23,56],"traced":[25],"back":[26],"initial":[29],"attempts":[30],"learn":[32],"during":[34],"primary":[35,52],"school.":[36],"While":[37],"there":[38],"exist":[39],"number":[41],"of":[42,95,127],"analogue":[43],"and":[44,103],"digital":[45],"tools":[46],"support":[48],"acquisition":[50],"school":[53],"children,":[54],"they":[55],"don't":[57],"account":[58],"their":[60],"heterogeneity.":[61],"This":[62],"paper":[63],"presents":[64],"work":[65],"progress":[67],"on":[68,105],"integrating":[69],"an":[70],"adaptive":[71],"pedagogical":[72,119],"agent":[73,97],"mobile":[76],"app":[78],"designed":[79],"second":[81],"graders":[82],"with":[83],"difficulties.":[85],"We":[86],"apply":[87],"Reinforcement":[88],"adapt":[91],"feedback":[93,121],"behavior":[94,122],"each":[99],"child's":[100],"learning":[101],"needs":[102],"elaborate":[104],"our":[106],"methodological":[107],"approach.":[108],"With":[109],"it,":[110],"we":[111],"contribute":[112],"novel":[114],"concept":[115],"adapting":[117],"agent's":[120],"within":[123],"critical":[125],"context":[126],"development.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
