{"id":"https://openalex.org/W3166258339","doi":"https://doi.org/10.1007/978-3-030-78292-4_39","title":"\u201cNow, I Want to Teach It for Real!\u201d: Introducing Machine Learning as a Scientific Discovery Tool for K-12 Teachers","display_name":"\u201cNow, I Want to Teach It for Real!\u201d: Introducing Machine Learning as a Scientific Discovery Tool for K-12 Teachers","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3166258339","doi":"https://doi.org/10.1007/978-3-030-78292-4_39","mag":"3166258339"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-78292-4_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-78292-4_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5008342464","display_name":"Xiaofei Zhou","orcid":"https://orcid.org/0000-0002-0802-0722"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaofei Zhou","raw_affiliation_strings":["University of Rochester, Rochester, USA"],"affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090137523","display_name":"Jingwan Tang","orcid":"https://orcid.org/0000-0002-4085-5279"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingwan Tang","raw_affiliation_strings":["University of Rochester, Rochester, USA"],"affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102913303","display_name":"Michael Daley","orcid":"https://orcid.org/0000-0002-9305-3202"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Daley","raw_affiliation_strings":["University of Rochester, Rochester, USA"],"affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113847450","display_name":"Saad Ahmad","orcid":null},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saad Ahmad","raw_affiliation_strings":["University of Rochester, Rochester, USA"],"affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067996795","display_name":"Zhen Bai","orcid":"https://orcid.org/0000-0002-3258-0228"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhen Bai","raw_affiliation_strings":["University of Rochester, Rochester, USA"],"affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, USA","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008342464"],"corresponding_institution_ids":["https://openalex.org/I5388228"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.9244,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9503937,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"486","last_page":"499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9564999938011169,"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"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.7678619027137756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7307509183883667},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5615649223327637},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.46765774488449097},{"id":"https://openalex.org/keywords/discovery-learning","display_name":"Discovery learning","score":0.4326099157333374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3765275478363037},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3449660539627075},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3439195156097412},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15510806441307068},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.13268259167671204},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08809071779251099}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.7678619027137756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7307509183883667},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5615649223327637},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.46765774488449097},{"id":"https://openalex.org/C2779786715","wikidata":"https://www.wikidata.org/wiki/Q1393166","display_name":"Discovery learning","level":2,"score":0.4326099157333374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3765275478363037},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3449660539627075},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3439195156097412},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15510806441307068},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.13268259167671204},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08809071779251099}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-78292-4_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-78292-4_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6299999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W19235576","https://openalex.org/W1552696371","https://openalex.org/W1777119744","https://openalex.org/W1963822895","https://openalex.org/W1967535273","https://openalex.org/W1986026827","https://openalex.org/W1995978549","https://openalex.org/W1996716987","https://openalex.org/W2007262340","https://openalex.org/W2009816677","https://openalex.org/W2020229731","https://openalex.org/W2030246490","https://openalex.org/W2039814685","https://openalex.org/W2085022598","https://openalex.org/W2088127663","https://openalex.org/W2091552421","https://openalex.org/W2093367122","https://openalex.org/W2103459159","https://openalex.org/W2110661236","https://openalex.org/W2121459428","https://openalex.org/W2131370811","https://openalex.org/W2132324096","https://openalex.org/W2135940344","https://openalex.org/W2137499279","https://openalex.org/W2142495500","https://openalex.org/W2145780367","https://openalex.org/W2158307450","https://openalex.org/W2165368100","https://openalex.org/W2341139844","https://openalex.org/W2342062747","https://openalex.org/W2507142041","https://openalex.org/W2509060182","https://openalex.org/W2546996098","https://openalex.org/W2602814102","https://openalex.org/W2742043411","https://openalex.org/W2911614557","https://openalex.org/W2941915890","https://openalex.org/W2942444880","https://openalex.org/W2943819053","https://openalex.org/W2948288662","https://openalex.org/W2966456721","https://openalex.org/W3005057438","https://openalex.org/W3035434890","https://openalex.org/W3037097818","https://openalex.org/W3038022479","https://openalex.org/W3086441582","https://openalex.org/W3124418332","https://openalex.org/W7018946731"],"related_works":["https://openalex.org/W4296749040","https://openalex.org/W4230197055","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W3012257603","https://openalex.org/W1586784764","https://openalex.org/W4292264782","https://openalex.org/W1559289099","https://openalex.org/W3016450995","https://openalex.org/W2141646567"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}