{"id":"https://openalex.org/W4403122846","doi":"https://doi.org/10.1109/ms.2024.3439138","title":"AI Over-Hype: A Dangerous Threat (and How to Fix It)","display_name":"AI Over-Hype: A Dangerous Threat (and How to Fix It)","publication_year":2024,"publication_date":"2024-10-04","ids":{"openalex":"https://openalex.org/W4403122846","doi":"https://doi.org/10.1109/ms.2024.3439138"},"language":"en","primary_location":{"id":"doi:10.1109/ms.2024.3439138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ms.2024.3439138","pdf_url":null,"source":{"id":"https://openalex.org/S6725529","display_name":"IEEE Software","issn_l":"0740-7459","issn":["0740-7459","1937-4194"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Software","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/A5115076637","display_name":"Brittany Johnson","orcid":"https://orcid.org/0000-0002-0271-9647"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Brittany Johnson","raw_affiliation_strings":["George Mason University, Fairfax, VA, USA"],"affiliations":[{"raw_affiliation_string":"George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077008083","display_name":"Tim Menzies","orcid":"https://orcid.org/0000-0002-5040-3196"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim Menzies","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5115076637"],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":null,"apc_paid":null,"fwci":2.1776,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89549236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"41","issue":"6","first_page":"131","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.4846000075340271,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.4846000075340271,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4965284466743469},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.412038654088974},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3933449685573578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4965284466743469},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.412038654088974},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3933449685573578}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ms.2024.3439138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ms.2024.3439138","pdf_url":null,"source":{"id":"https://openalex.org/S6725529","display_name":"IEEE Software","issn_l":"0740-7459","issn":["0740-7459","1937-4194"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2921988748","https://openalex.org/W2962911862","https://openalex.org/W3212368439","https://openalex.org/W4225108562","https://openalex.org/W4252262065","https://openalex.org/W4287388857","https://openalex.org/W4308627320","https://openalex.org/W4312045253","https://openalex.org/W4318159335","https://openalex.org/W4360836968","https://openalex.org/W4384026634","https://openalex.org/W4388002357","https://openalex.org/W4388502424","https://openalex.org/W4389584369","https://openalex.org/W4390723636","https://openalex.org/W4391136507","https://openalex.org/W4393928644","https://openalex.org/W4394820768","https://openalex.org/W4396821555","https://openalex.org/W4396832043","https://openalex.org/W4398133596","https://openalex.org/W4399450035","https://openalex.org/W4402665833","https://openalex.org/W6840420393","https://openalex.org/W6850936240","https://openalex.org/W6860903241","https://openalex.org/W6866635848","https://openalex.org/W6877120867","https://openalex.org/W7006806681"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"An":[0],"ethical":[1,17],"approach":[2],"to":[3,22,34],"AI":[4,25,51],"need":[5],"not":[6,32],"be":[7],"revolutionary":[8],"or":[9],"exceptional.":[10],"We":[11],"argue":[12],"that":[13],"it":[14],"is":[15,31],"the":[16,47],"duty":[18],"of":[19],"software":[20,53],"professionals":[21],"rally":[23],"against":[24],"over-hype.":[26],"As":[27],"shown":[28],"here,":[29],"this":[30],"hard":[33],"do.":[35],"If":[36],"we":[37,43],"apply":[38],"just":[39],"simple":[40],"empirical":[41],"methods,":[42],"can":[44],"better":[45],"monitor":[46],"true":[48],"progress":[49],"in":[50],"for":[52],"engineering.":[54]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}