{"id":"https://openalex.org/W4206318522","doi":"https://doi.org/10.1145/1047344.1047361","title":"Randomness and probability in the early CS courses","display_name":"Randomness and probability in the early CS courses","publication_year":2005,"publication_date":"2005-02-23","ids":{"openalex":"https://openalex.org/W4206318522","doi":"https://doi.org/10.1145/1047344.1047361"},"language":"en","primary_location":{"id":"doi:10.1145/1047344.1047361","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1047344.1047361","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 36th SIGCSE technical symposium on 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/A5043551580","display_name":"David Ginat","orcid":"https://orcid.org/0000-0002-3384-7369"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"David Ginat","raw_affiliation_strings":["Tel-Aviv University"],"affiliations":[{"raw_affiliation_string":"Tel-Aviv University","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076685799","display_name":"Richard Anderson","orcid":"https://orcid.org/0000-0002-7283-7219"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Anderson","raw_affiliation_strings":["University of Washington"],"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112517582","display_name":"Daniel D. Garcia","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel D. Garcia","raw_affiliation_strings":["University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062795385","display_name":"Richard Rasala","orcid":null},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Richard Rasala","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043551580"],"corresponding_institution_ids":["https://openalex.org/I16391192"],"apc_list":null,"apc_paid":null,"fwci":1.3322,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87159533,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"556","last_page":"557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9943000078201294,"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"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9943000078201294,"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/T11122","display_name":"Online Learning and Analytics","score":0.9631999731063843,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.954200029373169,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.8853007555007935},{"id":"https://openalex.org/keywords/encapsulation","display_name":"Encapsulation (networking)","score":0.6793432235717773},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6712182760238647},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.6514486074447632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6289323568344116},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.46136704087257385},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.2188931703567505},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16160273551940918},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1520482301712036},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12681496143341064},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06839916110038757},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06655135750770569}],"concepts":[{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.8853007555007935},{"id":"https://openalex.org/C81147070","wikidata":"https://www.wikidata.org/wiki/Q1172449","display_name":"Encapsulation (networking)","level":2,"score":0.6793432235717773},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6712182760238647},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.6514486074447632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6289323568344116},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.46136704087257385},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.2188931703567505},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16160273551940918},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1520482301712036},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12681496143341064},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06839916110038757},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06655135750770569}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1047344.1047361","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1047344.1047361","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 36th SIGCSE technical symposium on Computer science education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4376535979"],"related_works":["https://openalex.org/W2277514059","https://openalex.org/W3034924094","https://openalex.org/W1488708774","https://openalex.org/W3094954546","https://openalex.org/W2981906196","https://openalex.org/W4391100477","https://openalex.org/W4327779705","https://openalex.org/W1513698804","https://openalex.org/W4310560702","https://openalex.org/W2029712093"],"abstract_inverted_index":{"Randomness":[0],"and":[1,12,36,46,55,77],"probability":[2],"are":[3,10],"essential":[4],"notions":[5,26],"in":[6,14,32,44],"CS":[7,68],"studies.":[8],"They":[9],"invoked":[11],"employed":[13],"diverse":[15],"courses":[16],"at":[17],"different":[18],"levels.":[19],"Although":[20],"a":[21],"structured":[22],"course":[23],"on":[24],"these":[25],"does":[27],"not":[28],"usually":[29],"appear":[30],"early":[31],"the":[33,58,61],"curriculum,":[34],"students":[35],"educators":[37,69],"may":[38],"benefit":[39],"from":[40],"their":[41,72],"encapsulation":[42],"already":[43],"CS0":[45],"CS1.":[47],"The":[48],"special":[49],"session":[50],"will":[51,70],"involve":[52],"motivation,":[53],"demonstration,":[54],"discussion":[56],"with":[57],"audience":[59],"of":[60,63],"assets":[62],"such":[64],"an":[65],"encapsulation.":[66],"Attending":[67],"enrich":[71],"teaching":[73],"perspectives,":[74],"pedagogical":[75],"tools,":[76],"assignment":[78],"repertoires.":[79]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
