{"id":"https://openalex.org/W1976955224","doi":"https://doi.org/10.1145/2538862.2538877","title":"Integrating big data into the computing curricula","display_name":"Integrating big data into the computing curricula","publication_year":2014,"publication_date":"2014-02-18","ids":{"openalex":"https://openalex.org/W1976955224","doi":"https://doi.org/10.1145/2538862.2538877","mag":"1976955224"},"language":"en","primary_location":{"id":"doi:10.1145/2538862.2538877","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2538862.2538877","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2538877&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th ACM technical symposium on Computer science education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2538877&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088912009","display_name":"Yasin N. Silva","orcid":"https://orcid.org/0000-0003-1852-1683"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yasin N. Silva","raw_affiliation_strings":["Arizona State University, Phoenix, AZ, USA","Arizona State University, Phoenix, AZ, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University, Phoenix, AZ, USA,","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111819487","display_name":"Suzanne W. Dietrich","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suzanne W. Dietrich","raw_affiliation_strings":["Arizona State University, Phoenix, AZ, USA","Arizona State University, Phoenix, AZ, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University, Phoenix, AZ, USA,","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065710004","display_name":"Jason M. Reed","orcid":"https://orcid.org/0009-0009-9738-404X"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason M. Reed","raw_affiliation_strings":["Arizona State University, Phoenix, AZ, USA","Arizona State University, Phoenix, AZ, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University, Phoenix, AZ, USA,","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062979355","display_name":"Lisa M. Tsosie","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lisa M. Tsosie","raw_affiliation_strings":["Arizona State University, Phoenix, AZ, USA","Arizona State University, Phoenix, AZ, USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arizona State University, Phoenix, AZ, USA,","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.665,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97838108,"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":"139","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/big-data","display_name":"Big data","score":0.872821569442749},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7958583831787109},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6867304444313049},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6376596689224243},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.598605751991272},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5782527923583984},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5525286197662354},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5208602547645569},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48590436577796936},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4762563705444336},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4189174473285675},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2427612841129303},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16890248656272888},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1512000560760498},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10239306092262268}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.872821569442749},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7958583831787109},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6867304444313049},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6376596689224243},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.598605751991272},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5782527923583984},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5525286197662354},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5208602547645569},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48590436577796936},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4762563705444336},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4189174473285675},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2427612841129303},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16890248656272888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1512000560760498},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10239306092262268},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2538862.2538877","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2538862.2538877","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2538877&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th ACM technical symposium on Computer science education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2538862.2538877","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2538862.2538877","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2538877&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th ACM technical symposium on Computer science education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1981420413","https://openalex.org/W2013409485","https://openalex.org/W2054584570","https://openalex.org/W2100830825","https://openalex.org/W2138388126","https://openalex.org/W2151011121","https://openalex.org/W2173213060","https://openalex.org/W2340529429","https://openalex.org/W2995564009"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508","https://openalex.org/W2499527417"],"abstract_inverted_index":{"An":[0],"important":[1,90],"recent":[2],"technological":[3],"development":[4],"in":[5,40,51],"computer":[6],"science":[7],"is":[8,115],"the":[9,30,52,61,65,75,89,107,116,137],"availability":[10],"of":[11,35,55,67,74,92,101,112,118,121],"highly":[12],"distributed":[13],"and":[14,27,32,96,129,132,140],"scalable":[15],"systems":[16,36,45,95],"to":[17,63,83],"process":[18],"Big":[19,38,68,93,146],"Data,":[20],"i.e.,":[21],"datasets":[22],"with":[23,145],"high":[24],"volume,":[25],"velocity":[26],"variety.":[28],"Given":[29],"extensive":[31],"effective":[33],"use":[34],"incorporating":[37],"Data":[39,69,94,147],"many":[41],"application":[42],"scenarios,":[43],"these":[44,134],"have":[46],"become":[47],"a":[48,142],"key":[49,110],"component":[50],"broad":[53],"landscape":[54],"database":[56],"systems.":[57],"This":[58,78],"fact":[59],"creates":[60],"need":[62],"integrate":[64],"study":[66],"Management":[70],"Systems":[71],"as":[72],"part":[73],"computing":[76],"curricula.":[77],"paper":[79,114],"presents":[80],"well-structured":[81],"guidelines":[82],"perform":[84],"this":[85,113],"integration":[86],"by":[87],"describing":[88],"types":[91],"demonstrating":[97],"how":[98,133],"each":[99],"type":[100],"system":[102],"can":[103],"be":[104],"integrated":[105],"into":[106],"curriculum.":[108],"A":[109],"contribution":[111],"description":[117],"an":[119],"array":[120],"course":[122],"resources,":[123],"e.g.,":[124],"virtual":[125],"machines,":[126],"sample":[127],"projects,":[128],"in-class":[130],"exercises,":[131],"resources":[135],"support":[136],"learning":[138],"outcomes":[139],"enable":[141],"hands-on":[143],"experience":[144],"technologies.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
