{"id":"https://openalex.org/W2950047676","doi":"https://doi.org/10.1007/978-3-030-21151-6_2","title":"Using Spinoza Log Data to Enhance CS1 Pedagogy","display_name":"Using Spinoza Log Data to Enhance CS1 Pedagogy","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2950047676","doi":"https://doi.org/10.1007/978-3-030-21151-6_2","mag":"2950047676"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-21151-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21151-6_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5064160025","display_name":"Fatima Abu Deeb","orcid":"https://orcid.org/0000-0001-8518-9938"},"institutions":[{"id":"https://openalex.org/I6902469","display_name":"Brandeis University","ror":"https://ror.org/05abbep66","country_code":"US","type":"education","lineage":["https://openalex.org/I6902469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fatima Abu Deeb","raw_affiliation_strings":["Computer Science Department, Brandeis University, 415 South Street, Waltham, MA, 02453, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Brandeis University, 415 South Street, Waltham, MA, 02453, USA","institution_ids":["https://openalex.org/I6902469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084619312","display_name":"Antonella DiLillo","orcid":null},"institutions":[{"id":"https://openalex.org/I6902469","display_name":"Brandeis University","ror":"https://ror.org/05abbep66","country_code":"US","type":"education","lineage":["https://openalex.org/I6902469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Antonella DiLillo","raw_affiliation_strings":["Computer Science Department, Brandeis University, 415 South Street, Waltham, MA, 02453, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Brandeis University, 415 South Street, Waltham, MA, 02453, USA","institution_ids":["https://openalex.org/I6902469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032254386","display_name":"Timothy J. Hickey","orcid":"https://orcid.org/0000-0002-4583-686X"},"institutions":[{"id":"https://openalex.org/I6902469","display_name":"Brandeis University","ror":"https://ror.org/05abbep66","country_code":"US","type":"education","lineage":["https://openalex.org/I6902469"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Timothy Hickey","raw_affiliation_strings":["Computer Science Department, Brandeis University, 415 South Street, Waltham, MA, 02453, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Brandeis University, 415 South Street, Waltham, MA, 02453, USA","institution_ids":["https://openalex.org/I6902469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032254386"],"corresponding_institution_ids":["https://openalex.org/I6902469"],"apc_list":null,"apc_paid":null,"fwci":0.4388,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58395752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"14","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10533","display_name":"Teaching and Learning Programming","score":0.9976000189781189,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/debugging","display_name":"Debugging","score":0.9486786127090454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6913801431655884},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6842619180679321},{"id":"https://openalex.org/keywords/interpreter","display_name":"Interpreter","score":0.5425229072570801},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5099166631698608},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4931871294975281},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.47301509976387024},{"id":"https://openalex.org/keywords/algorithmic-program-debugging","display_name":"Algorithmic program debugging","score":0.4700058102607727},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4110042154788971},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.359211802482605},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2631921172142029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18662256002426147},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17802274227142334}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.9486786127090454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6913801431655884},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6842619180679321},{"id":"https://openalex.org/C122783720","wikidata":"https://www.wikidata.org/wiki/Q183065","display_name":"Interpreter","level":2,"score":0.5425229072570801},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5099166631698608},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4931871294975281},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.47301509976387024},{"id":"https://openalex.org/C136388014","wikidata":"https://www.wikidata.org/wiki/Q17084976","display_name":"Algorithmic program debugging","level":3,"score":0.4700058102607727},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4110042154788971},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.359211802482605},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2631921172142029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18662256002426147},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17802274227142334}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-21151-6_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21151-6_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W114126283","https://openalex.org/W116242717","https://openalex.org/W941815880","https://openalex.org/W1602307133","https://openalex.org/W1870818147","https://openalex.org/W2004451884","https://openalex.org/W2017992643","https://openalex.org/W2028570404","https://openalex.org/W2074765208","https://openalex.org/W2084121857","https://openalex.org/W2102695934","https://openalex.org/W2118934318","https://openalex.org/W2205017753","https://openalex.org/W2264893711","https://openalex.org/W2460581947","https://openalex.org/W2559209236","https://openalex.org/W2772216404","https://openalex.org/W2793208893","https://openalex.org/W2950047676","https://openalex.org/W3005052618"],"related_works":["https://openalex.org/W2396596882","https://openalex.org/W2098290990","https://openalex.org/W2119199043","https://openalex.org/W2801084903","https://openalex.org/W2377280071","https://openalex.org/W2060682672","https://openalex.org/W2375626968","https://openalex.org/W4242908235","https://openalex.org/W1520271518","https://openalex.org/W2294325978"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
