{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,27]],"date-time":"2025-09-27T13:44:50Z","timestamp":1758980690155,"version":"3.37.3"},"reference-count":48,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2016,10,11]],"date-time":"2016-10-11T00:00:00Z","timestamp":1476144000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2016,10,11]],"date-time":"2016-10-11T00:00:00Z","timestamp":1476144000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71501040","71473034"],"award-info":[{"award-number":["71501040","71473034"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["2242014K10020"],"award-info":[{"award-number":["2242014K10020"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Scientometrics"],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1007\/s11192-016-2144-6","type":"journal-article","created":{"date-parts":[[2016,10,11]],"date-time":"2016-10-11T08:18:56Z","timestamp":1476173936000},"page":"1989-2005","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Detecting impact factor manipulation with data mining techniques"],"prefix":"10.1007","volume":"109","author":[{"given":"Dong-Hui","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoxia","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jie","family":"Wan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,10,11]]},"reference":[{"issue":"12","key":"2144_CR1","doi-asserted-by":"publisher","first-page":"4851","DOI":"10.1523\/JNEUROSCI.3640-14.2015","volume":"35","author":"J Billington","year":"2015","unstructured":"Billington, J., & Smith, A. T. (2015). Neural mechanisms for discounting head-roll-induced retinal motion. Journal of Neuroscience,\n                           35(12), 4851\u20134856.","journal-title":"Journal of Neuroscience"},{"issue":"1","key":"2144_CR2","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L. (2001). Random forests. Machine Learning,\n                           45(1), 5\u201332.","journal-title":"Machine Learning"},{"issue":"2","key":"2144_CR3","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1007\/s11192-013-1206-2","volume":"99","author":"JM Campanario","year":"2014","unstructured":"Campanario, J. M. (2014). The effect of citations on the significance of decimal places in the computation of journal impact factors. Scientometrics,\n                           99(2), 289\u2013298.","journal-title":"Scientometrics"},{"issue":"2","key":"2144_CR4","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1016\/j.joi.2015.01.005","volume":"9","author":"JM Campanario","year":"2015","unstructured":"Campanario, J. M. (2015). Providing impact: The distribution of JCR journals according to references they contribute to the 2-year and 5-year journal impact factors. Journal of Informetrics,\n                           9(2), 398\u2013407.","journal-title":"Journal of Informetrics"},{"issue":"1","key":"2144_CR5","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1016\/j.cor.2012.05.015","volume":"40","author":"E Carrizosa","year":"2013","unstructured":"Carrizosa, E., & Morales, D. R. (2013). Supervised classification and mathematical optimization. Computers and Operations Research,\n                           40(1), 150\u2013165.","journal-title":"Computers and Operations Research"},{"issue":"3","key":"2144_CR6","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1145\/1961189.1961199","volume":"2","author":"CC Chang","year":"2011","unstructured":"Chang, C. C., & Lin, C. J. (2011). LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2(3), 27.","journal-title":"ACM Transactions on Intelligent Systems and Technology"},{"issue":"3","key":"2144_CR7","first-page":"273","volume":"20","author":"C Cortes","year":"1995","unstructured":"Cortes, C., & Vapnik, V. (1995). Suppot-vector networks. Machine Learning,\n                           20(3), 273\u2013297.","journal-title":"Machine Learning"},{"issue":"11","key":"2144_CR8","doi-asserted-by":"publisher","first-page":"2783","DOI":"10.1890\/07-0539.1","volume":"88","author":"DR Cutler","year":"2007","unstructured":"Cutler, D. R., Edwards, T. C., Beard, K. H., Cutler, A., & Hess, K. T. (2007). Random forests for classification in ecology. Ecology,\n                           88(11), 2783\u20132792.","journal-title":"Ecology"},{"key":"2144_CR9","first-page":"15","volume":"10","author":"P Davis","year":"2012","unstructured":"Davis, P. (2012). The emergence of a citation cartel. The Scholarly Kitchen, 10, 15\u201317.","journal-title":"The Scholarly Kitchen"},{"key":"2144_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1471-2105-7-3","volume":"7","author":"R Diaz-Uriarte","year":"2006","unstructured":"Diaz-Uriarte, R., & de Andres, S. A. (2006). Gene selection and classification of microarray data using random forest. BMC Bioinformatics, 7, 1.","journal-title":"BMC Bioinformatics"},{"issue":"5","key":"2144_CR11","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1093\/bib\/bbt056","volume":"15","author":"H Ding","year":"2014","unstructured":"Ding, H., Takigawa, I., Mamitsuka, H., & Zhu, S. F. (2014). Similarity-based machine learning methods for predicting drug-target interactions: A brief review. Briefings in Bioinformatics,\n                           15(5), 734\u2013747.","journal-title":"Briefings in Bioinformatics"},{"issue":"4","key":"2144_CR12","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1007\/s00005-008-0024-5","volume":"56","author":"ME Falagas","year":"2008","unstructured":"Falagas, M. E., & Alexiou, V. G. (2008). The top-ten in journal impact factor manipulation. Archivum Immunologiae Et Therapiae Experimentalis,\n                           56(4), 223\u2013226.","journal-title":"Archivum Immunologiae Et Therapiae Experimentalis"},{"issue":"3","key":"2144_CR13","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1007\/s11192-007-1777-2","volume":"72","author":"JH Fowler","year":"2007","unstructured":"Fowler, J. H., & Aksnes, D. W. (2007). Does self-citation pay? Scientometrics,\n                           72(3), 427\u2013437.","journal-title":"Scientometrics"},{"issue":"3159","key":"2144_CR14","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1126\/science.122.3159.108","volume":"122","author":"E Garfield","year":"1955","unstructured":"Garfield, E. (1955). Citation indexse for science-new dimension in documentation through association of ideas. Science,\n                           122(3159), 108\u2013111.","journal-title":"Science"},{"issue":"1","key":"2144_CR15","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1001\/jama.295.1.90","volume":"295","author":"E Garfield","year":"2006","unstructured":"Garfield, E. (2006). The history and meaning of the journal impact factor. JAMA-Journal of the American Medical Association,\n                           295(1), 90\u201393.","journal-title":"JAMA-Journal of the American Medical Association"},{"issue":"4","key":"2144_CR16","doi-asserted-by":"publisher","first-page":"294","DOI":"10.1016\/j.patrec.2005.08.011","volume":"27","author":"PO Gislason","year":"2006","unstructured":"Gislason, P. O., Benediktsson, J. A., & Sveinsson, J. R. (2006). Random forests for land cover classification. Pattern Recognition Letters,\n                           27(4), 294\u2013300.","journal-title":"Pattern Recognition Letters"},{"issue":"6","key":"2144_CR17","doi-asserted-by":"publisher","first-page":"723","DOI":"10.1108\/OIR-05-2014-0102","volume":"38","author":"A Haghdoost","year":"2014","unstructured":"Haghdoost, A., Zare, M., & Bazrafshan, A. (2014). How variable are the journal impact measures? Online Information Review,\n                           38(6), 723\u2013737.","journal-title":"Online Information Review"},{"key":"2144_CR18","volume-title":"Data mining: Concepts and techniques","author":"J Han","year":"2011","unstructured":"Han, J., Kamber, M., & Pei, J. (2011). Data mining: Concepts and techniques. New York: Elsevier."},{"issue":"3","key":"2144_CR19","doi-asserted-by":"publisher","first-page":"767","DOI":"10.2214\/ajr.178.3.1780767","volume":"178","author":"A Hemmingsson","year":"2002","unstructured":"Hemmingsson, A., Mygind, T., Skjennald, A., & Edgren, J. (2002). Manipulation of impact factors by editors of scientific journals. American Journal of Roentgenology,\n                           178(3), 767.","journal-title":"American Journal of Roentgenology"},{"issue":"3","key":"2144_CR20","doi-asserted-by":"publisher","first-page":"635","DOI":"10.1002\/asi.22997","volume":"65","author":"P Heneberg","year":"2014","unstructured":"Heneberg, P. (2014). Parallel worlds of citable documents and others: Inflated commissioned opinion articles enhance scientometric indicators. Journal of the Association for Information Science and Technology,\n                           65(3), 635\u2013643.","journal-title":"Journal of the Association for Information Science and Technology"},{"issue":"4","key":"2144_CR21","doi-asserted-by":"publisher","first-page":"e0153730","DOI":"10.1371\/journal.pone.0153730","volume":"11","author":"P Heneberg","year":"2016","unstructured":"Heneberg, P. (2016). From excessive journal self-cites to citation stacking: Analysis of journal self-citation kinetics in search for journals, which boost their scientometric indicators. PLoS One,\n                           11(4), e0153730.","journal-title":"PLoS One"},{"key":"2144_CR22","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1016\/B978-0-12-397944-5.00016-X","volume":"525","author":"J Henriksson","year":"2013","unstructured":"Henriksson, J., Piasecki, B. P., Lend, K., Burglin, T. R., & Swoboda, P. (2013). Finding ciliary genes: A computational approach. Method in Enzymology,\n                           525, 327\u2013350.","journal-title":"Method in Enzymology"},{"issue":"2","key":"2144_CR23","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1109\/72.991427","volume":"13","author":"CW Hsu","year":"2002","unstructured":"Hsu, C. W., & Lin, C. J. (2002). A comparison of methods for multiclass support vector machines. IEEE Transactions on Neural Networks,\n                           13(2), 415\u2013425.","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"3","key":"2144_CR24","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1108\/14684520910969989","volume":"33","author":"P Jacso","year":"2009","unstructured":"Jacso, P. (2009). Five-year impact factor data in the Journal Citation Reports. Online Information Review,\n                           33(3), 603\u2013614.","journal-title":"Online Information Review"},{"issue":"1","key":"2144_CR25","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/34.824819","volume":"22","author":"AK Jain","year":"2000","unstructured":"Jain, A. K., Duin, R. P. W., & Mao, J. C. (2000). Statistical pattern recognition: A review. IEEE Transactions on Pattern Analysis and Machine Intelligence,\n                           22(1), 4\u201337.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"3","key":"2144_CR26","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1007\/s10994-015-5535-7","volume":"102","author":"M Khabsa","year":"2016","unstructured":"Khabsa, M., Elmagarmid, A., Ilyas, I., Hammady, H., & Ouzzani, M. (2016). Learning to identify relevant studies for systematic reviews using random forest and external information. Machine Learning,\n                           102(3), 465\u2013482.","journal-title":"Machine Learning"},{"issue":"1","key":"2144_CR27","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1007\/s11192-007-1727-7","volume":"73","author":"J Krauss","year":"2007","unstructured":"Krauss, J. (2007). Journal self-citation rates in ecological sciences. Scientometrics,\n                           73(1), 79\u201389.","journal-title":"Scientometrics"},{"issue":"3","key":"2144_CR28","doi-asserted-by":"publisher","first-page":"366","DOI":"10.1109\/TR.2007.902789","volume":"56","author":"W Kuo","year":"2007","unstructured":"Kuo, W., & Rupe, J. (2007). R-impact: Reliability-based citation impact factor. IEEE Transactions on Reliability,\n                           56(3), 366\u2013367.","journal-title":"IEEE Transactions on Reliability"},{"issue":"6073","key":"2144_CR29","doi-asserted-by":"publisher","first-page":"1169","DOI":"10.1126\/science.335.6073.1169-a","volume":"335","author":"JG Lynch","year":"2012","unstructured":"Lynch, J. G. (2012). Business journals combat coercive citation. Science,\n                           335(6073), 1169.","journal-title":"Science"},{"issue":"1","key":"2144_CR30","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.respol.2015.09.001","volume":"45","author":"BR Martin","year":"2016","unstructured":"Martin, B. R. (2016). Editors\u2019 JIF-boosting stratagems-which are appropriate and which not? Research Policy,\n                           45(1), 1\u20137.","journal-title":"Research Policy"},{"issue":"18","key":"2144_CR31","first-page":"11","volume":"16","author":"JB Miller","year":"2002","unstructured":"Miller, J. B. (2002). Impact factors and publishing research. Scientist,\n                           16(18), 11.","journal-title":"Scientist"},{"key":"2144_CR32","unstructured":"Mongeon, P., Waltman, L., & Rijcke, S. (2016). https:\/\/www.cwts.nl\/blog?article=n-q2w2b4."},{"issue":"11","key":"2144_CR33","doi-asserted-by":"publisher","first-page":"3584","DOI":"10.1016\/j.patcog.2015.05.004","volume":"48","author":"JH Seok","year":"2015","unstructured":"Seok, J. H., & Kim, J. H. (2015). Scene text recognition using a Hough forest implicit shape model and semi-Markov conditional random fields. Pattern Recognition,\n                           48(11), 3584\u20133599.","journal-title":"Pattern Recognition"},{"issue":"7079","key":"2144_CR34","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1136\/bmj.314.7079.461d","volume":"314","author":"R Smith","year":"1997","unstructured":"Smith, R. (1997). Journal accused of manipulating impact factor. British Medical Journal,\n                           314(7079), 463.","journal-title":"British Medical Journal"},{"issue":"4","key":"2144_CR35","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1037\/a0016973","volume":"14","author":"C Strobl","year":"2009","unstructured":"Strobl, C., Malley, J., & Tutz, G. (2009). An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests. Psychological Methods,\n                           14(4), 323\u2013348.","journal-title":"Psychological Methods"},{"issue":"6","key":"2144_CR36","doi-asserted-by":"publisher","first-page":"1947","DOI":"10.1021\/ci034160g","volume":"43","author":"V Svetnik","year":"2003","unstructured":"Svetnik, V., Liaw, A., Tong, C., Culberson, J. C., Sheridan, R. P., & Feuston, B. P. (2003). Random forest: A classification and regression tool for compound classification and QSAR modeling. Journal of Chemical Information and Computer Sciences,\n                           43(6), 1947\u20131958.","journal-title":"Journal of Chemical Information and Computer Sciences"},{"issue":"1","key":"2144_CR37","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.jpsychores.2014.09.015","volume":"78","author":"BD Thombs","year":"2015","unstructured":"Thombs, B. D., Levis, A. W., Razykov, I., Syamchandra, A., Leentjens, A. F., Levenson, J. L., et al. (2015). Potentially coercive self-citation by peer reviewers: A cross-sectional study. Journal of Psychosomatic Research,\n                           78(1), 1\u20136.","journal-title":"Journal of Psychosomatic Research"},{"issue":"12","key":"2144_CR38","doi-asserted-by":"publisher","first-page":"e53374","DOI":"10.1371\/journal.pone.0053374","volume":"7","author":"ABL Tort","year":"2012","unstructured":"Tort, A. B. L., Targino, Z. H., & Amaral, O. B. (2012). Rising publication delays inflate journal impact factors. PLoS One,\n                           7(12), e53374.","journal-title":"PLoS One"},{"issue":"1","key":"2144_CR39","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1111\/j.1467-9574.2009.00448.x","volume":"64","author":"E van Nierop","year":"2010","unstructured":"van Nierop, E. (2010). The introduction of the 5-year impact factor: does it benefit statistics journals? Statistica Neerlandica,\n                           64(1), 71\u201376.","journal-title":"Statistica Neerlandica"},{"issue":"7464","key":"2144_CR40","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1038\/500510a","volume":"500","author":"R Van Noorden","year":"2013","unstructured":"Van Noorden, R., & Tollefson, J. (2013). Brazilian citation scheme outed. Nature,\n                           500(7464), 510\u2013511.","journal-title":"Nature"},{"issue":"2","key":"2144_CR41","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1007\/s10994-008-5077-3","volume":"73","author":"C Vens","year":"2008","unstructured":"Vens, C., Struyf, J., Schietgat, L., Dzeroski, S., & Blockeel, H. (2008). Decision trees for hierarchical multi-label classification. Machine Learning,\n                           73(2), 185\u2013214.","journal-title":"Machine Learning"},{"issue":"5913","key":"2144_CR42","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1126\/science.323.5913.461a","volume":"323","author":"C Wallner","year":"2009","unstructured":"Wallner, C. (2009). Ban impact factor manipulation. Science,\n                           323(5913), 461.","journal-title":"Science"},{"issue":"9","key":"2144_CR43","doi-asserted-by":"publisher","first-page":"1929","DOI":"10.1002\/asi.23083","volume":"65","author":"XJ Wan","year":"2014","unstructured":"Wan, X. J., & Liu, F. (2014). Are all literature citations equally important? Automatic citation strength estimation and its applications. Journal of the Association for Information Science and Technology,\n                           65(9), 1929\u20131938.","journal-title":"Journal of the Association for Information Science and Technology"},{"issue":"6068","key":"2144_CR44","doi-asserted-by":"publisher","first-page":"542","DOI":"10.1126\/science.1212540","volume":"335","author":"AW Wilhite","year":"2012","unstructured":"Wilhite, A. W., & Fong, E. A. (2012). Coercive citation in academic publishing. Science,\n                           335(6068), 542\u2013543.","journal-title":"Science"},{"issue":"1","key":"2144_CR45","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10115-007-0114-2","volume":"14","author":"XD Wu","year":"2008","unstructured":"Wu, X. D., Kumar, V., Quinlan, J. R., Ghosh, J., Yang, Q., Motoda, H., et al. (2008). Top 10 algorithms in data mining. Knowledge and Information Systems,\n                           14(1), 1\u201337.","journal-title":"Knowledge and Information Systems"},{"issue":"3","key":"2144_CR46","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1007\/s11192-007-1779-8","volume":"73","author":"G Yu","year":"2007","unstructured":"Yu, G., & Wang, L. (2007). The self-cited rate of scientific journals and the manipulation of their impact factors. Scientometrics,\n                           73(3), 321\u2013330.","journal-title":"Scientometrics"},{"issue":"3","key":"2144_CR47","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1177\/0165551511400954","volume":"37","author":"G Yu","year":"2011","unstructured":"Yu, G., Yang, D. H., & He, H. X. (2011). An automatic recognition method of journal impact factor manipulation. Journal of Information Science,\n                           37(3), 235\u2013245.","journal-title":"Journal of Information Science"},{"issue":"1","key":"2144_CR48","doi-asserted-by":"publisher","first-page":"123","DOI":"10.1016\/j.joi.2013.11.001","volume":"8","author":"T Yu","year":"2014","unstructured":"Yu, T., Yu, G., & Wang, M.-Y. (2014). Classification method for detecting coercive self-citation in journals. Journal of Informetrics,\n                           8(1), 123\u2013135.","journal-title":"Journal of Informetrics"}],"container-title":["Scientometrics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11192-016-2144-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-016-2144-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-016-2144-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,1,7]],"date-time":"2021-01-07T09:04:18Z","timestamp":1610010258000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11192-016-2144-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10,11]]},"references-count":48,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,12]]}},"alternative-id":["2144"],"URL":"https:\/\/doi.org\/10.1007\/s11192-016-2144-6","relation":{},"ISSN":["0138-9130","1588-2861"],"issn-type":[{"type":"print","value":"0138-9130"},{"type":"electronic","value":"1588-2861"}],"subject":[],"published":{"date-parts":[[2016,10,11]]},"assertion":[{"value":"22 June 2016","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 October 2016","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}