{"id":"https://openalex.org/W3034093514","doi":"https://doi.org/10.1145/3341525.3393997","title":"Notes on Using Google Colaboratory in AI Education","display_name":"Notes on Using Google Colaboratory in AI Education","publication_year":2020,"publication_date":"2020-06-03","ids":{"openalex":"https://openalex.org/W3034093514","doi":"https://doi.org/10.1145/3341525.3393997","mag":"3034093514"},"language":"en","primary_location":{"id":"doi:10.1145/3341525.3393997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341525.3393997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education","raw_type":"proceedings-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/A5101866629","display_name":"Mark Nelson","orcid":"https://orcid.org/0000-0003-1882-8896"},"institutions":[{"id":"https://openalex.org/I181401687","display_name":"American University","ror":"https://ror.org/052w4zt36","country_code":"US","type":"education","lineage":["https://openalex.org/I181401687"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mark J. Nelson","raw_affiliation_strings":["American University, Washington, DC, USA"],"affiliations":[{"raw_affiliation_string":"American University, Washington, DC, USA","institution_ids":["https://openalex.org/I181401687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063577751","display_name":"Amy K. Hoover","orcid":"https://orcid.org/0000-0002-4661-8178"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy K. Hoover","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101866629"],"corresponding_institution_ids":["https://openalex.org/I181401687"],"apc_list":null,"apc_paid":null,"fwci":5.435,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.96461959,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"533","last_page":"534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9610999822616577,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9610999822616577,"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/T11875","display_name":"Statistics Education and Methodologies","score":0.9422000050544739,"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/T13398","display_name":"Data Analysis with R","score":0.9330999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7682788372039795},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6511573195457458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5700660347938538},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46944400668144226},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4332005977630615},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.40472525358200073},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3495561480522156},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3467084765434265},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20657497644424438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7682788372039795},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6511573195457458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5700660347938538},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46944400668144226},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4332005977630615},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40472525358200073},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3495561480522156},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3467084765434265},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20657497644424438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3341525.3393997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341525.3393997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"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":6,"referenced_works":["https://openalex.org/W2210152227","https://openalex.org/W2254368993","https://openalex.org/W2402144811","https://openalex.org/W2472803348","https://openalex.org/W2976791140","https://openalex.org/W3007040327"],"related_works":["https://openalex.org/W4362501864","https://openalex.org/W4306904969","https://openalex.org/W4380318855","https://openalex.org/W2138720691","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W2024136090","https://openalex.org/W4375867731","https://openalex.org/W2375476037"],"abstract_inverted_index":{"We":[0,88],"discuss":[1],"our":[2,93],"experiences":[3],"using":[4],"Google":[5],"Colaboratory":[6],"(Colab),":[7],"a":[8],"hosted":[9],"version":[10],"of":[11,38,92],"Jupyter":[12],"Notebooks,":[13],"in":[14],"undergraduate":[15],"artificial":[16],"intelligence":[17],"(AI)":[18],"courses":[19],"at":[20],"two":[21,91],"universities.":[22],"Colab":[23],"was":[24],"designed":[25],"for":[26,95],"AI":[27,65],"and":[28,36,68,77,101],"data":[29],"science":[30],"researchers":[31],"to":[32,48,62,72],"share":[33],"reproducible":[34],"experiments":[35],"explanations":[37],"techniques,":[39],"but":[40],"we":[41],"have":[42],"also":[43],"found":[44],"it":[45,56],"well":[46],"suited":[47],"classroom":[49],"use.":[50],"The":[51],"primary":[52],"benefit":[53],"is":[54],"that":[55],"provides":[57],"students":[58,70],"computational":[59],"resources":[60],"sufficient":[61],"run":[63,82],"modern":[64],"techniques":[66],"interactively,":[67],"avoids":[69],"needing":[71],"separately":[73],"configure":[74],"software":[75],"packages":[76],"dependencies,":[78],"since":[79],"they":[80],"can":[81],"notebooks":[83],"shared":[84],"by":[85],"the":[86],"instructor.":[87],"briefly":[89],"outline":[90],"notebooks,":[94],"teaching":[96],"deep":[97],"learning":[98,103],"with":[99,104],"Tensorflow,":[100],"reinforcement":[102],"OpenAI":[105],"Gym.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
