{"id":"https://openalex.org/W2165094472","doi":"https://doi.org/10.1137/s0036144502408075","title":"Elements of Computational Science and Engineering Education","display_name":"Elements of Computational Science and Engineering Education","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2165094472","doi":"https://doi.org/10.1137/s0036144502408075","mag":"2165094472"},"language":"en","primary_location":{"id":"doi:10.1137/s0036144502408075","is_oa":false,"landing_page_url":"https://doi.org/10.1137/s0036144502408075","pdf_url":null,"source":{"id":"https://openalex.org/S160107561","display_name":"SIAM Review","issn_l":"0036-1445","issn":["0036-1445","1095-7200"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Review","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/A5015996837","display_name":"Osman Ya\u015far","orcid":"https://orcid.org/0000-0002-9474-8137"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Osman Yasar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5036565964","display_name":"Rubin H. Landau","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rubin H. Landau","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2159,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.90636498,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"45","issue":"4","first_page":"787","last_page":"805"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.982200026512146,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.982200026512146,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.7610300183296204},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.7172161340713501},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6460486054420471},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6300066709518433},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.594977617263794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5365628600120544},{"id":"https://openalex.org/keywords/science-and-engineering","display_name":"Science and engineering","score":0.49954700469970703},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4685901999473572},{"id":"https://openalex.org/keywords/science-education","display_name":"Science education","score":0.41169166564941406},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.41123461723327637},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2712147831916809},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.2687222957611084},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20429769158363342},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.19962918758392334},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.16687524318695068},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1655777096748352},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09927022457122803},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09481364488601685},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08810177445411682},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.0797320306301117},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07895725965499878}],"concepts":[{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.7610300183296204},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.7172161340713501},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6460486054420471},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6300066709518433},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.594977617263794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5365628600120544},{"id":"https://openalex.org/C2993955422","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Science and engineering","level":2,"score":0.49954700469970703},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4685901999473572},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.41169166564941406},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.41123461723327637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2712147831916809},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.2687222957611084},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20429769158363342},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.19962918758392334},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.16687524318695068},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1655777096748352},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09927022457122803},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09481364488601685},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08810177445411682},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0797320306301117},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07895725965499878},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/s0036144502408075","is_oa":false,"landing_page_url":"https://doi.org/10.1137/s0036144502408075","pdf_url":null,"source":{"id":"https://openalex.org/S160107561","display_name":"SIAM Review","issn_l":"0036-1445","issn":["0036-1445","1095-7200"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.800000011920929,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W222523234","https://openalex.org/W248746633","https://openalex.org/W342099267","https://openalex.org/W1540827035","https://openalex.org/W1583320943","https://openalex.org/W1589941556","https://openalex.org/W1975848413","https://openalex.org/W2000981496","https://openalex.org/W2024255878","https://openalex.org/W2035019649","https://openalex.org/W2078669876","https://openalex.org/W2084971283","https://openalex.org/W2102496191","https://openalex.org/W2117231239","https://openalex.org/W2156442151","https://openalex.org/W2340039847","https://openalex.org/W2341283081","https://openalex.org/W2567795777","https://openalex.org/W2592042323","https://openalex.org/W3084993301","https://openalex.org/W4241660496"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W4206560911","https://openalex.org/W2152885393","https://openalex.org/W2148962635"],"abstract_inverted_index":{"The":[0,17,36,62,84],"multidisciplinary":[1],"nature":[2],"of":[3,40,52,55,64,79,86,104],"computational":[4],"science":[5],"and":[6,9,38,67,74,98,107],"engineering":[7],"(CSE)":[8],"its":[10],"relation":[11],"to":[12,31,43,59],"other":[13],"disciplines":[14],"is":[15,23,49,77,115],"described.":[16],"stages":[18],"through":[19],"which":[20],"CSE":[21,44,71],"education":[22,45],"evolving,":[24],"from":[25],"initial":[26],"recognition":[27],"in":[28,70],"the":[29,50,92],"1980s":[30],"present":[32],"growth,":[33],"are":[34,46,72,89],"discussed.":[35],"challenges":[37],"benefits":[39],"different":[41,60,87],"approaches":[42],"discussed,":[47],"as":[48],"emergence":[51],"a":[53,75,112],"set":[54],"core":[56],"elements":[57],"common":[58,93],"approaches.":[61],"content":[63],"courses,":[65],"curricula,":[66],"degrees":[68],"offered":[69],"reviewed,":[73],"survey":[76],"made":[78],"all":[80],"undergraduate":[81],"degree":[82],"programs.":[83],"curricula":[85],"programs":[88],"examined":[90],"for":[91,100],"\"tool":[94],"set\"":[95],"they":[96],"define":[97],"analyzed":[99],"their":[101],"relative":[102],"weighting":[103],"computing,":[105],"application,":[106],"mathematics.":[108],"A":[109],"trend":[110],"toward":[111],"standard":[113],"curriculum":[114],"noted.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":7},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
