{"id":"https://openalex.org/W4286203068","doi":"https://doi.org/10.1145/3545109","title":"Computational thinking in the era of data science","display_name":"Computational thinking in the era of data science","publication_year":2022,"publication_date":"2022-07-21","ids":{"openalex":"https://openalex.org/W4286203068","doi":"https://doi.org/10.1145/3545109"},"language":"en","primary_location":{"id":"doi:10.1145/3545109","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3545109","pdf_url":null,"source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications of the ACM","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/A5077314259","display_name":"Koby Mike","orcid":"https://orcid.org/0000-0002-0977-9845"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Koby Mike","raw_affiliation_strings":["Technology at Technion-Israel Institute of Technology, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology at Technion-Israel Institute of Technology, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005416812","display_name":"Noa Ragonis","orcid":"https://orcid.org/0000-0002-8163-0199"},"institutions":[{"id":"https://openalex.org/I3132919069","display_name":"Beit Berl College","ror":"https://ror.org/00hpjtd88","country_code":"IL","type":"education","lineage":["https://openalex.org/I3132919069"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Noa Ragonis","raw_affiliation_strings":["Beit Berl College, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beit Berl College, Israel","institution_ids":["https://openalex.org/I3132919069"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018360140","display_name":"Rinat B. Rosenberg\u2010Kima","orcid":"https://orcid.org/0000-0001-8199-8869"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Rinat B. Rosenberg-Kima","raw_affiliation_strings":["Technion-Israel Institute of Technology, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion-Israel Institute of Technology, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086061408","display_name":"Orit Hazzan","orcid":"https://orcid.org/0000-0002-8627-0997"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Orit Hazzan","raw_affiliation_strings":["Technion-Israel Institute of Technology, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion-Israel Institute of Technology, Israel","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.9231,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.94892838,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"65","issue":"8","first_page":"33","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9991000294685364,"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":0.9991000294685364,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.98580002784729,"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"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9478999972343445,"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/computational-thinking","display_name":"Computational thinking","score":0.7645442485809326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5853659510612488},{"id":"https://openalex.org/keywords/science-education","display_name":"Science education","score":0.42924338579177856},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4173707365989685},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40395188331604004},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.3265008330345154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2176549732685089},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14450061321258545},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.139797180891037}],"concepts":[{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.7645442485809326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5853659510612488},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.42924338579177856},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4173707365989685},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40395188331604004},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3265008330345154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2176549732685089},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14450061321258545},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.139797180891037}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3545109","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3545109","pdf_url":null,"source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications of the ACM","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W563295823","https://openalex.org/W1815090327","https://openalex.org/W2049864431","https://openalex.org/W2088943169","https://openalex.org/W2293553755","https://openalex.org/W2339183141","https://openalex.org/W2509344724","https://openalex.org/W2562598153","https://openalex.org/W2794512438","https://openalex.org/W2910880405","https://openalex.org/W2940531566","https://openalex.org/W3014421158","https://openalex.org/W3100401445","https://openalex.org/W4210379996","https://openalex.org/W4237287825","https://openalex.org/W6655159577"],"related_works":["https://openalex.org/W2769482900","https://openalex.org/W3155803285","https://openalex.org/W3213086777","https://openalex.org/W2769928932","https://openalex.org/W2551768522","https://openalex.org/W2742379954","https://openalex.org/W2979937253","https://openalex.org/W3033687264","https://openalex.org/W4390870682","https://openalex.org/W3005510774"],"abstract_inverted_index":{"Incorporating":[0],"data":[1],"thinking":[2],"into":[3],"computer":[4],"science":[5],"education.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
