{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,7]],"date-time":"2025-07-07T12:28:32Z","timestamp":1751891312224,"version":"3.40.3"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030527044"},{"type":"electronic","value":"9783030527051"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-52705-1_29","type":"book-chapter","created":{"date-parts":[[2020,7,6]],"date-time":"2020-07-06T23:19:19Z","timestamp":1594077559000},"page":"385-397","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Linguistic Summaries Generation with Hybridization Method Based on Rough and Fuzzy Sets"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1433-0601","authenticated-orcid":false,"given":"Iliana","family":"P\u00e9rez Pupo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7635-8290","authenticated-orcid":false,"given":"Pedro Y.","family":"Pi\u00f1ero P\u00e9rez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5567-2638","authenticated-orcid":false,"given":"Rafael","family":"Bello","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8607-4574","authenticated-orcid":false,"given":"Luis Alvarado","family":"Acu\u00f1a","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1834-6806","authenticated-orcid":false,"given":"Roberto","family":"Garc\u00eda Vacacela","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,7,7]]},"reference":[{"issue":"1","key":"29_CR1","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/0020-0255(82)90033-0","volume":"28","author":"RR Yager","year":"1982","unstructured":"Yager, R.R.: A new approach to the summarization of data. Inf. Sci. 28(1), 69\u201386 (1982). https:\/\/doi.org\/10.1016\/0020-0255(82)90033-0","journal-title":"Inf. Sci."},{"key":"29_CR2","doi-asserted-by":"publisher","unstructured":"Ramos-Soto, A., Martin-Rodillab, P.: Enriching linguistic descriptions of data: a framework for composite protoforms. Fuzzy Sets Syst. 26 (2019). https:\/\/doi.org\/10.1016\/j.fss.2019.11.013","DOI":"10.1016\/j.fss.2019.11.013"},{"issue":"4","key":"29_CR3","doi-asserted-by":"publisher","first-page":"981","DOI":"10.2478\/jos-2018-0048","volume":"34","author":"M Hudec","year":"2018","unstructured":"Hudec, M., Bedn\u00e1rov\u00e1, E., Holzinger, A.: Augmenting statistical data dissemination by short quantified sentences of natural language. J. Off. Stat. 34(4), 981\u20131010 (2018). https:\/\/doi.org\/10.2478\/jos-2018-0048","journal-title":"J. Off. Stat."},{"issue":"4","key":"29_CR4","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1016\/j.ins.2005.03.002","volume":"173","author":"J Kacprzyk","year":"2005","unstructured":"Kacprzyk, J., Zadro\u017cny, S.: Linguistic database summaries and their protoforms: towards natural language based knowledge discovery tools. Inf. Sci. 173(4), 281\u2013304 (2005). https:\/\/doi.org\/10.1016\/j.ins.2005.03.002","journal-title":"Inf. Sci."},{"issue":"31","key":"29_CR5","first-page":"326","volume":"2010","author":"J Kacprzyk","year":"2010","unstructured":"Kacprzyk, J., Wilbik, A.: Linguistic summaries of time series: on some extended aggregation techniques. Stud. Mater. Polskiego Stowarzyszenia Zarzdzania Wiedza 2010(31), 326\u2013337 (2010)","journal-title":"Stud. Mater. Polskiego Stowarzyszenia Zarzdzania Wiedza"},{"key":"29_CR6","doi-asserted-by":"publisher","unstructured":"Wilbik, A., Dijkman, R.M.: On the generation of useful linguistic summaries of sequences. In 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 555\u2013562. IEEE (2016). https:\/\/doi.org\/10.1109\/fuzz-ieee.2016.7737736","DOI":"10.1109\/fuzz-ieee.2016.7737736"},{"key":"29_CR7","unstructured":"Kacprzyk, J., Zadro\u017cny, S.: Linguistic database summaries using fuzzy logic, towards a human-consistent data mining tool (20), 10 (2009)"},{"key":"29_CR8","doi-asserted-by":"crossref","unstructured":"Kacprzyk, J., Zadrozny, S.: Linguistic data summarization: a high scalability through the use of natural language? In: Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design, pp. 214\u2013237. IGI Global (2010)","DOI":"10.4018\/978-1-60566-858-1.ch008"},{"key":"29_CR9","first-page":"87","volume":"22","author":"I P\u00e9rez Pupo","year":"2018","unstructured":"P\u00e9rez Pupo, I., Pi\u00f1ero P\u00e9rez, P.Y., Garc\u00eda Vacacela, R., Bello, R., Santos Acosta, O., Leyva V\u00e1zquez, M.Y.: Extensions to linguistic summaries indicators based on neutrosophic theory, applications in project management decisions. Neutrosophic Sets Syst. 22, 87\u2013100 (2018)","journal-title":"Neutrosophic Sets Syst."},{"key":"29_CR10","series-title":"Studies in Computational Intelligence","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1007\/978-3-319-03206-1_16","volume-title":"Issues and Challenges of Intelligent Systems and Computational Intelligence","author":"J Kacprzyk","year":"2014","unstructured":"Kacprzyk, J., Zadro\u017cny, S., Dziedzic, M.: A novel view of bipolarity in linguistic data summaries. In: K\u00f3czy, L.T., Pozna, C.R., Kacprzyk, J. (eds.) Issues and Challenges of Intelligent Systems and Computational Intelligence. SCI, vol. 530, pp. 215\u2013229. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-03206-1_16"},{"issue":"1","key":"29_CR11","first-page":"106","volume":"41","author":"I P\u00e9rez Pupo","year":"2020","unstructured":"P\u00e9rez Pupo, I., Garc\u00eda Vacacela, R., Pi\u00f1ero P\u00e9rez, P., Sadeq, G., Pe\u00f1a Abreu, M.: Experiencias en el uso de t\u00e9cnicas de soft-computing en la evaluaci\u00f3n de proyectos de software. Rev. Invest. Oper. 41(1), 106\u2013117 (2020)","journal-title":"Rev. Invest. Oper."},{"key":"29_CR12","doi-asserted-by":"publisher","unstructured":"Wilbik, A., Kaymak, U., Dijkman, R. M.: A method for improving the generation of linguistic summaries. In: 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE): pp. 1\u20136. IEEE (2017). https:\/\/doi.org\/10.1109\/fuzz-ieee.2017.8015752","DOI":"10.1109\/fuzz-ieee.2017.8015752"},{"key":"29_CR13","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/978-3-319-11313-5_8","volume-title":"Intelligent Systems\u20192014","author":"CA Donis-D\u00edaz","year":"2015","unstructured":"Donis-D\u00edaz, C.A., Bello, R., Kacprzyk, J.: Using ant colony optimization and genetic algorithms for the linguistic summarization of creep data. In: Angelov, P., et al. (eds.) Intelligent Systems\u20192014. AISC, vol. 322, pp. 81\u201392. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-11313-5_8"},{"key":"29_CR14","doi-asserted-by":"publisher","unstructured":"Kaczmarek-Majer, K., Hryniewicz, O., Dominiak, M., \u015awi\u0119cicki, \u0141.: Personalized linguistic summaries in smartphone-based monitoring of bipolar disorder patients. Presented at the 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019). Atlantis Press (2019). https:\/\/doi.org\/10.2991\/eusflat-19.2019.56","DOI":"10.2991\/eusflat-19.2019.56"},{"key":"29_CR15","doi-asserted-by":"publisher","unstructured":"Jain, A., Popescu, M., Keller, J., Rantz, M., Markway, B.: Linguistic summarization of in-home sensor data. J. Biomed. Inf. 96 (2019). https:\/\/doi.org\/10.1016\/j.jbi.2019.103240","DOI":"10.1016\/j.jbi.2019.103240"},{"key":"29_CR16","doi-asserted-by":"publisher","unstructured":"Smits, G., Nerzic, P., Lesot, M.-J., Pivert, O.: FRELS: fast and reliable estimated linguistic summaries. In: 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1\u20136. IEEE (2019). https:\/\/doi.org\/10.1109\/fuzz-ieee.2019.8858836","DOI":"10.1109\/fuzz-ieee.2019.8858836"},{"key":"29_CR17","doi-asserted-by":"publisher","unstructured":"Smits, G., Nerzic, P., Pivert, O., Lesot, M.-J.: Efficient generation of reliable estimated linguistic summaries. In: 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1\u20138 (2018). https:\/\/doi.org\/10.1109\/fuzz-ieee.2018.8491604","DOI":"10.1109\/fuzz-ieee.2018.8491604"},{"issue":"1","key":"29_CR18","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1016\/j.ins.2006.06.006","volume":"177","author":"Z Pawlak","year":"2007","unstructured":"Pawlak, Z., Skowron, A.: Rough sets: some extensions. Inf. Sci. 177(1), 28\u201340 (2007). https:\/\/doi.org\/10.1016\/j.ins.2006.06.006","journal-title":"Inf. Sci."},{"key":"29_CR19","first-page":"17","volume":"4","author":"D Vanderpooten","year":"1997","unstructured":"Vanderpooten, D.: Similarity relation as a basis for rough approximations. Adv. Mach. Intell. Soft Comput. 4, 17\u201333 (1997)","journal-title":"Adv. Mach. Intell. Soft Comput."},{"key":"29_CR20","doi-asserted-by":"crossref","unstructured":"Bello, R.: Uncertainty Management with Fuzzy and Rough Sets: Recent Advances and Applications, vol. 377. Springer, Heidelberg (2019). http:\/\/www.springer.com\/series\/2941","DOI":"10.1007\/978-3-030-10463-4"},{"key":"29_CR21","doi-asserted-by":"publisher","unstructured":"Wang, G.: Extension of rough sets under incomplete information systems. In: 2002 IEEE World Congress on Computational Intelligence. In: 2002 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2002. Proceedings (Cat. No.02CH37291), vol. 2, pp. 1098\u20131103 (2002). https:\/\/doi.org\/10.1109\/fuzz.2002.1006657","DOI":"10.1109\/fuzz.2002.1006657"},{"issue":"6","key":"29_CR22","doi-asserted-by":"publisher","first-page":"3311","DOI":"10.3233\/IFS-152079","volume":"30","author":"J Zhai","year":"2016","unstructured":"Zhai, J., Zhang, S., Zhang, Y.: An extension of rough fuzzy set. J. Intell. Fuzzy Syst. 30(6), 3311\u20133320 (2016). https:\/\/doi.org\/10.3233\/IFS-152079","journal-title":"J. Intell. Fuzzy Syst."},{"issue":"5","key":"29_CR23","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough sets. Int. J. Comput. Inform. Sci. 11(5), 341\u2013356 (1982). https:\/\/doi.org\/10.1007\/BF01001956","journal-title":"Int. J. Comput. Inform. Sci."},{"key":"29_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2012.04.041","volume":"212","author":"R Bello","year":"2012","unstructured":"Bello, R., Verdegay, J.L.: Rough sets in the soft computing environment. Inf. Sci. 212, 1\u201314 (2012). https:\/\/doi.org\/10.1016\/j.ins.2012.04.041","journal-title":"Inf. Sci."},{"key":"29_CR25","unstructured":"Wasilewska, A.: Apriori algorithm. Lecture Notes (2007). https:\/\/www3.cs.stonybrook.edu\/cse634\/lecture_notes\/07apriori.pdf"},{"key":"29_CR26","unstructured":"PMI: A guide to the project management body of knowledge (PMBOK guide) Sixth Edition\/Project Management Institute. Project Management Institute, Inc., Newtown Square, Pennsylvania 19073-3299, USA (2017)"},{"key":"29_CR27","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1016\/j.csi.2016.09.007","volume":"50","author":"J Varaj\u00e3o","year":"2017","unstructured":"Varaj\u00e3o, J., Colomo-Palacios, R., Silva, H.: ISO 21500: 2012 and PMBoK 5 processes in information systems project management. Comput. Stand. Interfaces 50, 216\u2013222 (2017)","journal-title":"Comput. Stand. Interfaces"},{"key":"29_CR28","unstructured":"L\u00f3pez, P.: Procedimiento para la aplicacion de test de personalidad como apoyo a la gestion de recursos humanos en proyectos inform\u00e1ticos (Maestr\u00eda en Gesti\u00f3n de Proyectos). Universidad de las Ciencias Inform\u00e1ticas, La Habana, Cuba (2017)"},{"issue":"1","key":"29_CR29","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/0191-8869(91)90135-X","volume":"12","author":"A Furnham","year":"1991","unstructured":"Furnham, A.: Personality and occupational success: 16PF correlates of cabin crew performance. Pers. Individ. Differ. 12(1), 87\u201390 (1991)","journal-title":"Pers. Individ. Differ."},{"issue":"3","key":"29_CR30","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1016\/0191-8869(93)90218-R","volume":"15","author":"GV Caprara","year":"1993","unstructured":"Caprara, G.V., Barbaranelli, C., Borgogni, L., Perugini, M.: The \u201cbig five questionnaire\u201d: a new questionnaire to assess the five factor model. Pers. Individ. Differ. 15(3), 281\u2013288 (1993)","journal-title":"Pers. Individ. Differ."},{"key":"29_CR31","unstructured":"P\u00e9rez, P.P., Pupo, I.P., Rivero Hechavarr\u00eda, C.C., Lusardo, C.R., Sosa, R.G., L\u00f3pez, S.T.: Repositorio de datos para investigaciones en gesti\u00f3n de proyectos. Rev. Cubana Ciencias Inf. 13(1), 176\u2013191 (2019). https:\/\/gespro.uci.cu\/projects\/"}],"container-title":["Lecture Notes in Computer Science","Rough Sets"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-52705-1_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T18:06:53Z","timestamp":1710266813000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-52705-1_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030527044","9783030527051"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-52705-1_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"7 July 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IJCRS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Joint Conference on Rough Sets","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Havana","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cuba","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 June 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ijcrs2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ijcrs.cujae.edu.cu","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"50","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"37","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"74% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.84","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The conference was held virtually due to the COVID-19 pandemic.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}