{"id":"https://openalex.org/W2578082513","doi":"https://doi.org/10.1007/s11257-017-9187-0","title":"Learner modeling for adaptive scaffolding in a Computational Thinking-based science learning environment","display_name":"Learner modeling for adaptive scaffolding in a Computational Thinking-based science learning environment","publication_year":2017,"publication_date":"2017-01-20","ids":{"openalex":"https://openalex.org/W2578082513","doi":"https://doi.org/10.1007/s11257-017-9187-0","mag":"2578082513"},"language":"en","primary_location":{"id":"doi:10.1007/s11257-017-9187-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11257-017-9187-0","pdf_url":null,"source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"User Modeling and User-Adapted Interaction","raw_type":"journal-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/A5010238389","display_name":"Satabdi Basu","orcid":"https://orcid.org/0000-0002-7055-6632"},"institutions":[{"id":"https://openalex.org/I1298353152","display_name":"SRI International","ror":"https://ror.org/05s570m15","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1298353152"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Satabdi Basu","raw_affiliation_strings":["SRI International, 333 Ravenswood Avenue, Menlo Park, CA, 94025-3493, USA"],"affiliations":[{"raw_affiliation_string":"SRI International, 333 Ravenswood Avenue, Menlo Park, CA, 94025-3493, USA","institution_ids":["https://openalex.org/I1298353152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051150754","display_name":"Gautam Biswas","orcid":"https://orcid.org/0000-0002-2752-3878"},"institutions":[{"id":"https://openalex.org/I4210160740","display_name":"Integrated Software (United States)","ror":"https://ror.org/05dp7m259","country_code":"US","type":"company","lineage":["https://openalex.org/I4210160740"]},{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gautam Biswas","raw_affiliation_strings":["Institute for Software Integrated Systems and EECS Department, Vanderbilt University, Nashville, TN, 37212, USA"],"affiliations":[{"raw_affiliation_string":"Institute for Software Integrated Systems and EECS Department, Vanderbilt University, Nashville, TN, 37212, USA","institution_ids":["https://openalex.org/I4210160740","https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073309188","display_name":"John S. Kinnebrew","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John S. Kinnebrew","raw_affiliation_strings":["Bridj, Boston, MA, 02115, USA"],"affiliations":[{"raw_affiliation_string":"Bridj, Boston, MA, 02115, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010238389"],"corresponding_institution_ids":["https://openalex.org/I1298353152"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":9.8343,"has_fulltext":false,"cited_by_count":153,"citation_normalized_percentile":{"value":0.9835581,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"27","issue":"1","first_page":"5","last_page":"53"},"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":0.9995999932289124,"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":0.9995999932289124,"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":0.9977999925613403,"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"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9976999759674072,"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":0.6899977922439575},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.63510662317276},{"id":"https://openalex.org/keywords/learning-environment","display_name":"Learning environment","score":0.6130193471908569},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5354426503181458},{"id":"https://openalex.org/keywords/scaffold","display_name":"Scaffold","score":0.5244612693786621},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5234044194221497},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.453851580619812},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.43773478269577026},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41568851470947266},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.36068740487098694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33859166502952576},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12066519260406494},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11288192868232727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6899977922439575},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.63510662317276},{"id":"https://openalex.org/C2778365744","wikidata":"https://www.wikidata.org/wiki/Q2426689","display_name":"Learning environment","level":2,"score":0.6130193471908569},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5354426503181458},{"id":"https://openalex.org/C89429830","wikidata":"https://www.wikidata.org/wiki/Q735710","display_name":"Scaffold","level":2,"score":0.5244612693786621},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5234044194221497},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.453851580619812},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43773478269577026},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41568851470947266},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.36068740487098694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33859166502952576},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12066519260406494},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11288192868232727},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11257-017-9187-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11257-017-9187-0","pdf_url":null,"source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"User Modeling and User-Adapted Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W19828709","https://openalex.org/W121826095","https://openalex.org/W139006800","https://openalex.org/W186642180","https://openalex.org/W194578403","https://openalex.org/W629649713","https://openalex.org/W1484815611","https://openalex.org/W1489410353","https://openalex.org/W1511198016","https://openalex.org/W1513292515","https://openalex.org/W1524766338","https://openalex.org/W1529098247","https://openalex.org/W1541509707","https://openalex.org/W1553179481","https://openalex.org/W1562748096","https://openalex.org/W1594781181","https://openalex.org/W1715685496","https://openalex.org/W1856207499","https://openalex.org/W1970209023","https://openalex.org/W1970264500","https://openalex.org/W1979591413","https://openalex.org/W1981119341","https://openalex.org/W1984513018","https://openalex.org/W1987626674","https://openalex.org/W1994701398","https://openalex.org/W1996765220","https://openalex.org/W1998696323","https://openalex.org/W1998953386","https://openalex.org/W1999570522","https://openalex.org/W2006946886","https://openalex.org/W2008511068","https://openalex.org/W2015040676","https://openalex.org/W2015416110","https://openalex.org/W2016288462","https://openalex.org/W2016464921","https://openalex.org/W2019928046","https://openalex.org/W2021779044","https://openalex.org/W2022782011","https://openalex.org/W2026696399","https://openalex.org/W2029650678","https://openalex.org/W2038252642","https://openalex.org/W2060486579","https://openalex.org/W2064430731","https://openalex.org/W2067918783","https://openalex.org/W2075620773","https://openalex.org/W2078054225","https://openalex.org/W2083045440","https://openalex.org/W2086024441","https://openalex.org/W2092457590","https://openalex.org/W2093980251","https://openalex.org/W2095371090","https://openalex.org/W2097012447","https://openalex.org/W2099462805","https://openalex.org/W2099730192","https://openalex.org/W2099754787","https://openalex.org/W2099822290","https://openalex.org/W2099873065","https://openalex.org/W2100029531","https://openalex.org/W2109901510","https://openalex.org/W2110661236","https://openalex.org/W2114181363","https://openalex.org/W2119724978","https://openalex.org/W2121080242","https://openalex.org/W2135995390","https://openalex.org/W2136208491","https://openalex.org/W2141019025","https://openalex.org/W2144096475","https://openalex.org/W2145350126","https://openalex.org/W2154585842","https://openalex.org/W2156889164","https://openalex.org/W2157535018","https://openalex.org/W2158703238","https://openalex.org/W2163640453","https://openalex.org/W2171054741","https://openalex.org/W2173737653","https://openalex.org/W2212993558","https://openalex.org/W2275238446","https://openalex.org/W2339183141","https://openalex.org/W2342420110","https://openalex.org/W2395164350","https://openalex.org/W2398005666","https://openalex.org/W2403340000","https://openalex.org/W2551544491","https://openalex.org/W2567228826","https://openalex.org/W2576785613","https://openalex.org/W2586387869","https://openalex.org/W3157524122","https://openalex.org/W4251625823","https://openalex.org/W4298344532","https://openalex.org/W6631392369"],"related_works":["https://openalex.org/W2769482900","https://openalex.org/W3155803285","https://openalex.org/W3213086777","https://openalex.org/W2769928932","https://openalex.org/W2979937253","https://openalex.org/W3033687264","https://openalex.org/W2742379954","https://openalex.org/W4390870682","https://openalex.org/W1978829797","https://openalex.org/W2769926281"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":28},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}