{"title":"虚假参考文献与引文数据库的价值","authors":"Leo Van Hove","doi":"10.1016/j.acalib.2025.103123","DOIUrl":null,"url":null,"abstract":"<div><div>A recent article by Camp et al. (2025) proposes measuring the impact of counterfeit citations in academic databases using a variant of Metcalfe's law. While insightful, the metric exhibits suboptimal properties: the loss in value increases disproportionately with database size, and the value of a fully contaminated database remains strictly positive. I propose an alternative metric that retains the network logic of Metcalfe's law while addressing both issues. This metric, however, rests on key assumptions that merit empirical scrutiny, including the relative impact of fake <em>versus</em> valid citations as well as the broader applicability of Metcalfe's law to citation networks.</div></div>","PeriodicalId":47762,"journal":{"name":"Journal of Academic Librarianship","volume":"51 5","pages":"Article 103123"},"PeriodicalIF":2.3000,"publicationDate":"2025-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fake references and the value of citation databases\",\"authors\":\"Leo Van Hove\",\"doi\":\"10.1016/j.acalib.2025.103123\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>A recent article by Camp et al. (2025) proposes measuring the impact of counterfeit citations in academic databases using a variant of Metcalfe's law. While insightful, the metric exhibits suboptimal properties: the loss in value increases disproportionately with database size, and the value of a fully contaminated database remains strictly positive. I propose an alternative metric that retains the network logic of Metcalfe's law while addressing both issues. This metric, however, rests on key assumptions that merit empirical scrutiny, including the relative impact of fake <em>versus</em> valid citations as well as the broader applicability of Metcalfe's law to citation networks.</div></div>\",\"PeriodicalId\":47762,\"journal\":{\"name\":\"Journal of Academic Librarianship\",\"volume\":\"51 5\",\"pages\":\"Article 103123\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2025-08-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Academic Librarianship\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0099133325001193\",\"RegionNum\":3,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"INFORMATION SCIENCE & LIBRARY SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Academic Librarianship","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0099133325001193","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"INFORMATION SCIENCE & LIBRARY SCIENCE","Score":null,"Total":0}
Fake references and the value of citation databases
A recent article by Camp et al. (2025) proposes measuring the impact of counterfeit citations in academic databases using a variant of Metcalfe's law. While insightful, the metric exhibits suboptimal properties: the loss in value increases disproportionately with database size, and the value of a fully contaminated database remains strictly positive. I propose an alternative metric that retains the network logic of Metcalfe's law while addressing both issues. This metric, however, rests on key assumptions that merit empirical scrutiny, including the relative impact of fake versus valid citations as well as the broader applicability of Metcalfe's law to citation networks.
期刊介绍:
The Journal of Academic Librarianship, an international and refereed journal, publishes articles that focus on problems and issues germane to college and university libraries. JAL provides a forum for authors to present research findings and, where applicable, their practical applications and significance; analyze policies, practices, issues, and trends; speculate about the future of academic librarianship; present analytical bibliographic essays and philosophical treatises. JAL also brings to the attention of its readers information about hundreds of new and recently published books in library and information science, management, scholarly communication, and higher education. JAL, in addition, covers management and discipline-based software and information policy developments.