{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T16:11:28Z","timestamp":1778515888849,"version":"3.51.4"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319914725","type":"print"},{"value":"9783319914732","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-91473-2_1","type":"book-chapter","created":{"date-parts":[[2018,5,17]],"date-time":"2018-05-17T16:39:02Z","timestamp":1526575142000},"page":"3-15","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":46,"title":["A Bibliometric Analysis of the Explainable Artificial Intelligence Research Field"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3673-421X","authenticated-orcid":false,"given":"Jose M.","family":"Alonso","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8471-5403","authenticated-orcid":false,"given":"Ciro","family":"Castiello","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8712-023X","authenticated-orcid":false,"given":"Corrado","family":"Mencar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,5,18]]},"reference":[{"key":"1_CR1","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1016\/j.ins.2014.01.015","volume":"275","author":"C Philip Chen","year":"2014","unstructured":"Philip Chen, C., Zhang, C.: Data-intensive applications, challenges, techniques and technologies: a survey on big data. Inf. Sci. 275, 314\u2013347 (2014)","journal-title":"Inf. Sci."},{"key":"1_CR2","unstructured":"ACM US Public Policy Council: Statement on Algorithmic Transparency and Accountability (2017)"},{"key":"1_CR3","unstructured":"Goodman, B., Flaxman, S.: European union regulations on algorithmic decision-making and a \u201cright to explanation\u201d. In: ICML Workshop on Human Interpretability in Machine Learning (WHI), New York, NY, pp. 1\u20139 (2016)"},{"key":"1_CR4","unstructured":"Gunning, D.: Explainable Artificial Intelligence (XAI). Technical report, Defense Advanced Research Projects Agency, Arlington, USA, DARPA-BAA-16-53 (2016)"},{"key":"1_CR5","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1016\/j.artint.2014.12.006","volume":"221","author":"SL Epstein","year":"2015","unstructured":"Epstein, S.L.: Wanted: collaborative intelligence. Artif. Intell. 221, 36\u201345 (2015)","journal-title":"Artif. Intell."},{"key":"1_CR6","volume-title":"Bibliometrics and Citation Analysis: From the Science Citation Index to Cybermetrics","author":"N De Bellis","year":"2009","unstructured":"De Bellis, N.: Bibliometrics and Citation Analysis: From the Science Citation Index to Cybermetrics. Scarecrow Press, Lanham (2009)"},{"key":"1_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-69728-4","volume-title":"Visualizing the Structure of Science","author":"B Vargas-Quesada","year":"2007","unstructured":"Vargas-Quesada, B., Moya-Aneg\u00f3n, F.: Visualizing the Structure of Science. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/3-540-69728-4"},{"key":"1_CR8","doi-asserted-by":"publisher","first-page":"1382","DOI":"10.1002\/asi.21525","volume":"62","author":"M Cobo","year":"2011","unstructured":"Cobo, M., L\u00f3pez-Herrera, A., Herrera-Viedma, E., Herrera, F.: Science mapping software tools: review, analysis, and cooperative study among tools. J. Assoc. Inf. Sci. Tech. 62, 1382\u20131402 (2011)","journal-title":"J. Assoc. Inf. Sci. Tech."},{"key":"1_CR9","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/s11192-009-0146-3","volume":"84","author":"N Van Eck","year":"2010","unstructured":"Van Eck, N., Waltman, L.: Software survey: vosviewer, a computer program for bibliometric mapping. Scientometrics 84, 523\u2013538 (2010)","journal-title":"Scientometrics"},{"key":"1_CR10","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1109\/TPC.1979.6501740","volume":"22","author":"G Salton","year":"1979","unstructured":"Salton, G., Bergmark, D.: A citation study of computer science literature. IEEE Trans. Prof. Commun. 22, 146\u2013158 (1979)","journal-title":"IEEE Trans. Prof. Commun."},{"key":"1_CR11","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511815478","volume-title":"Social Network Analysis: Methods And Applications (Structural Analysis in the Social Sciences)","author":"S Wasserman","year":"1994","unstructured":"Wasserman, S., Faust, K.: Social Network Analysis: Methods And Applications (Structural Analysis in the Social Sciences). Cambridge University Press, Cambridge (1994)"},{"issue":"5","key":"1_CR12","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1016\/j.ins.2009.11.007","volume":"180","author":"E Serrano","year":"2010","unstructured":"Serrano, E., Quirin, A., Botia, J., Cord\u00f3n, O.: Debugging complex software systems by means of pathfinder networks. Inf. Sci. 180(5), 561\u2013583 (2010)","journal-title":"Inf. Sci."},{"issue":"1","key":"1_CR13","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1023\/B:SCIE.0000037368.31217.34","volume":"61","author":"F Moya-Aneg\u00f3n","year":"2004","unstructured":"Moya-Aneg\u00f3n, F., Vargas-Quesada, B., Herrero-Solana, V., Chinchilla-Rodr\u00edguez, Z., Corera-\u00c1lvarez, E., Mu\u00f1oz-Fern\u00e1ndez, F.J.: A new technique for building maps of large scientific domains based on the cocitation of classes and categories. Scientometrics 61(1), 129\u2013145 (2004)","journal-title":"Scientometrics"},{"issue":"6","key":"1_CR14","doi-asserted-by":"publisher","first-page":"1133","DOI":"10.1109\/TFUZZ.2013.2245130","volume":"21","author":"D Pancho","year":"2013","unstructured":"Pancho, D., Alonso, J., Cord\u00f3n, O., Quirin, A., Magdalena, L.: FINGRAMS: visual representations of fuzzy rule-based inference for expert analysis of comprehensibility. IEEE Trans. Fuzzy Syst. 21(6), 1133\u20131149 (2013)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"1_CR15","volume-title":"Graph Drawing: Algorithms for the Visualization of Graphs","author":"G di Battista","year":"1998","unstructured":"di Battista, G., Eades, P., Tamassia, R., Tollis, I.: Graph Drawing: Algorithms for the Visualization of Graphs. Prentice Hall, Upper Saddle River (1998)"},{"key":"1_CR16","volume-title":"Handbook of Graph Drawing and Visualization","author":"SG Kobourov","year":"2012","unstructured":"Kobourov, S.G.: Force-directed drawing algorithms. In: Tamassia, R. (ed.) Handbook of Graph Drawing and Visualization. CRC Press, Boca Raton (2012)"},{"issue":"9","key":"1_CR17","first-page":"1082","volume":"56","author":"M Porter","year":"2009","unstructured":"Porter, M., Onnela, J., Mucha, P.: Communities in networks. Not. Am. Math. Soc. 56(9), 1082\u20131166 (2009)","journal-title":"Not. Am. Math. Soc."},{"issue":"4","key":"1_CR18","doi-asserted-by":"publisher","first-page":"959","DOI":"10.1016\/j.joi.2017.08.007","volume":"11","author":"M Aria","year":"2017","unstructured":"Aria, M., Cuccurullo, C.: bibliometrix: an R-tool for comprehensive science mapping analysis. J. Informetr. 11(4), 959\u2013975 (2017)","journal-title":"J. Informetr."},{"issue":"3","key":"1_CR19","doi-asserted-by":"publisher","first-page":"426","DOI":"10.1109\/91.928739","volume":"9","author":"S Guillaume","year":"2001","unstructured":"Guillaume, S.: Designing fuzzy inference systems from data: an interpretability-oriented review. IEEE Trans. Fuzzy Syst. 9(3), 426\u2013443 (2001)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"2","key":"1_CR20","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1207\/s15516709cog2602_1","volume":"26","author":"V Aleven","year":"2002","unstructured":"Aleven, V., Koedinger, K.: An effective metacognitive strategy: learning by doing and explaining with a computer-based cognitive tutor. Cogn. Sci. 26(2), 147\u2013179 (2002)","journal-title":"Cogn. Sci."},{"issue":"2","key":"1_CR21","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1109\/91.842154","volume":"8","author":"Y Jin","year":"2000","unstructured":"Jin, Y.: Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement. IEEE Trans. Fuzzy Syst. 8(2), 212\u2013221 (2000)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"10","key":"1_CR22","doi-asserted-by":"publisher","first-page":"959","DOI":"10.1007\/s00500-008-0392-y","volume":"13","author":"S Garc\u00eda","year":"2009","unstructured":"Garc\u00eda, S., Fernandez, A., Luengo, J., Herrera, F.: A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability. Soft. Comput. 13(10), 959\u2013977 (2009)","journal-title":"Soft. Comput."},{"issue":"1","key":"1_CR23","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1016\/j.ijar.2006.01.004","volume":"44","author":"H Ishibuchi","year":"2007","unstructured":"Ishibuchi, H., Nojima, Y.: Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning. Int. J. Approx. Reason. 44(1), 4\u201331 (2007)","journal-title":"Int. J. Approx. Reason."},{"key":"1_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2012.04.025","volume":"207","author":"L Mart\u00ednez","year":"2012","unstructured":"Mart\u00ednez, L., Herrera, F.: An overview on the 2-tuple linguistic model for computing with words in decision making: extensions, applications and challenges. Inf. Sci. 207, 1\u201318 (2012)","journal-title":"Inf. Sci."},{"issue":"20","key":"1_CR25","doi-asserted-by":"publisher","first-page":"4340","DOI":"10.1016\/j.ins.2011.02.021","volume":"181","author":"M Gacto","year":"2011","unstructured":"Gacto, M., Alcal\u00e1, R., Herrera, F.: Interpretability of linguistic fuzzy rule-based systems: an overview of interpretability measures. Inf. Sci. 181(20), 4340\u20134360 (2011)","journal-title":"Inf. Sci."},{"issue":"1","key":"1_CR26","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1109\/TFUZZ.2012.2201338","volume":"21","author":"M Fazzolari","year":"2013","unstructured":"Fazzolari, M., Alcal\u00e1, R., Nojima, Y., Ishibuchi, H., Herrera, F.: A review of the application of multiobjective evolutionary fuzzy systems: current status and further directions. IEEE Trans. Fuzzy Syst. 21(1), 45\u201365 (2013)","journal-title":"IEEE Trans. Fuzzy Syst."}],"container-title":["Communications in Computer and Information Science","Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-91473-2_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T14:03:22Z","timestamp":1710252202000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-91473-2_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319914725","9783319914732"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-91473-2_1","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"18 May 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IPMU","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"C\u00e1diz","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ipmu2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ipmu2018.uca.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}