{"id":"https://openalex.org/W3090752740","doi":"https://doi.org/10.1145/3377814.3381714","title":"Teaching software engineering for AI-enabled systems","display_name":"Teaching software engineering for AI-enabled systems","publication_year":2020,"publication_date":"2020-06-27","ids":{"openalex":"https://openalex.org/W3090752740","doi":"https://doi.org/10.1145/3377814.3381714","mag":"3090752740"},"language":"en","primary_location":{"id":"doi:10.1145/3377814.3381714","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377814.3381714","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: Software Engineering Education and Training","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3377814.3381714","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067467896","display_name":"Christian K\u00e4stner","orcid":"https://orcid.org/0000-0002-4450-4572"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christian K\u00e4stner","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044511705","display_name":"Eunsuk Kang","orcid":"https://orcid.org/0000-0001-7891-6885"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eunsuk Kang","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067467896"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":7.5107,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.9733296,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9991999864578247,"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":0.9991999864578247,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9962999820709229,"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/computer-science","display_name":"Computer science","score":0.676728367805481},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6161031723022461},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.6152679920196533},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.48230457305908203},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4222256541252136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3361288905143738},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07265755534172058}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.676728367805481},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6161031723022461},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6152679920196533},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48230457305908203},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4222256541252136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3361288905143738},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07265755534172058},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3377814.3381714","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377814.3381714","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: Software Engineering Education and Training","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3377814.3381714","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377814.3381714","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering: Software Engineering Education and Training","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1975566260","https://openalex.org/W1998916198","https://openalex.org/W2041650849","https://openalex.org/W2100454174","https://openalex.org/W2145373440","https://openalex.org/W2189162242","https://openalex.org/W2219888463","https://openalex.org/W2438792749","https://openalex.org/W2565778127","https://openalex.org/W2730550703","https://openalex.org/W2757656223","https://openalex.org/W2782864149","https://openalex.org/W2806718802","https://openalex.org/W2885381485","https://openalex.org/W2896671475","https://openalex.org/W2922234936","https://openalex.org/W3098910265","https://openalex.org/W3099444373"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2965083567","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2757182831","https://openalex.org/W2095886385","https://openalex.org/W2089704382","https://openalex.org/W1983399550","https://openalex.org/W97075385","https://openalex.org/W2357523926"],"abstract_inverted_index":{"Software":[0],"engineers":[1],"have":[2],"significant":[3],"expertise":[4],"to":[5,52,56],"offer":[6],"when":[7,28],"building":[8,19],"intelligent":[9],"systems,":[10],"drawing":[11],"on":[12,30,83],"decades":[13],"of":[14],"experience":[15,114],"and":[16,25,43,77,81,87,91,94,101,109,112,115],"methods":[17],"for":[18,122],"systems":[20],"that":[21,70,98],"are":[22],"scalable,":[23],"responsive":[24],"robust,":[26],"even":[27],"built":[29],"unreliable":[31],"components.":[32],"Systems":[33],"with":[34,58,85],"artificial-intelligence":[35],"or":[36],"machine-learning":[37],"(ML)":[38],"components":[39],"raise":[40],"new":[41,50],"challenges":[42],"require":[44],"careful":[45],"engineering.":[46],"We":[47,63,105],"designed":[48],"a":[49,59],"course":[51,108,121],"teach":[53,71],"software-engineering":[54],"skills":[55],"students":[57],"background":[60],"in":[61,79],"ML.":[62],"specifically":[64],"go":[65],"beyond":[66],"traditional":[67],"ML":[68],"courses":[69],"modeling":[72],"techniques":[73],"under":[74],"artificial":[75],"conditions":[76],"focus,":[78],"lecture":[80],"assignments,":[82],"realism":[84],"large":[86],"changing":[88],"datasets,":[89],"robust":[90],"evolvable":[92],"infrastructure,":[93],"purposeful":[95],"requirements":[96],"engineering":[97],"considers":[99],"ethics":[100],"fairness":[102],"as":[103],"well.":[104],"describe":[106],"the":[107,120,123],"our":[110],"infrastructure":[111],"share":[113],"all":[116],"material":[117],"from":[118],"teaching":[119],"first":[124],"time.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
