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Arroyo-Machado W, Torres-Salinas D, Herrera-Viedma E, Romero-Frías E. Science through Wikipedia: A novel representation of open knowledge through co-citation networks. PLoS One 2020; 15:e0228713. [PMID: 32040488 PMCID: PMC7010282 DOI: 10.1371/journal.pone.0228713] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Accepted: 01/21/2020] [Indexed: 11/18/2022] Open
Abstract
This study provides an overview of science from the Wikipedia perspective. A methodology has been established for the analysis of how Wikipedia editors regard science through their references to scientific papers. The method of co-citation has been adapted to this context in order to generate Pathfinder networks (PFNET) that highlight the most relevant scientific journals and categories, and their interactions in order to find out how scientific literature is consumed through this open encyclopaedia. In addition to this, their obsolescence has been studied through Price index. A total of 1 433 457 references available at Altmetric.com have been initially taken into account. After pre-processing and linking them to the data from Elsevier's CiteScore Metrics the sample was reduced to 847 512 references made by 193 802 Wikipedia articles to 598 746 scientific articles belonging to 14 149 journals indexed in Scopus. As highlighted results we found a significative presence of “Medicine” and “Biochemistry, Genetics and Molecular Biology” papers and that the most important journals are multidisciplinary in nature, suggesting also that high-impact factor journals were more likely to be cited. Furthermore, only 13.44% of Wikipedia citations are to Open Access journals.
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Cabrerizo FJ, Al-Hmouz R, Morfeq A, Martínez MÁ, Pedrycz W, Herrera-Viedma E. Estimating incomplete information in group decision making: A framework of granular computing. Appl Soft Comput 2020. [DOI: 10.1016/j.asoc.2019.105930] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Fong SJ, Li G, Dey N, Gonzalez-Crespo R, Herrera-Viedma E. Finding an Accurate Early Forecasting Model from Small Dataset: A Case of 2019-nCoV Novel Coronavirus Outbreak. INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE 2020. [DOI: 10.9781/ijimai.2020.02.002] [Citation(s) in RCA: 80] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Galán-Mercant A, Ortiz A, Herrera-Viedma E, Tomas MT, Fernandes B, Moral-Munoz JA. Assessing physical activity and functional fitness level using convolutional neural networks. Knowl Based Syst 2019. [DOI: 10.1016/j.knosys.2019.104939] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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55
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Cascón-Katchadourian J, Ruiz-Rodríguez AA, Herrera-Viedma E. Definición, legislación y normativa para el tratamiento de los documentos históricos generados en la Administración Pública española y andaluza. REVISTA ESPANOLA DE DOCUMENTACION CIENTIFICA 2019. [DOI: 10.3989/redc.2019.4.1653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
En la literatura científica hay numerosos ejemplos de la utilización de los términos documentación histórica y documentación histórica de archivo; sin embargo, no hemos encontrado ninguna investigación que trate de esclarecer a qué nos referimos exactamente con estos términos. El presente artículo quiere rellenar ese espacio realizando la revisión y análisis de la legislación, de la normativa y de la opinión de los especialistas en la materia, tanto de ambos términos como de la base de estos, es decir, el término documento, al igual que se presentan las leyes y normas establecidas para el tratamiento y eliminación de este tipo de documentos. La estructura de esta investigación, tras una breve introducción, irá paso a paso despejando las siguientes incógnitas: ¿Qué se entiende por documento? ¿Qué se entiende por documentación histórica? ¿Qué se entiende por documentación histórica de archivo? Por último, en las conclusiones se expondrán las opiniones de los autores.
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Wei Y, Zhao X, Zou J, Herrera-Viedma E. A complementing preference based method for location recommendation with cellular data. Knowl Based Syst 2019. [DOI: 10.1016/j.knosys.2019.104889] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Dong Y, Liu W, Chiclana F, Kou G, Herrera-Viedma E. Are incomplete and self-confident preference relations better in multicriteria decision making? A simulation-based investigation. Inf Sci (N Y) 2019. [DOI: 10.1016/j.ins.2019.04.015] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Dong Y, Fan Y, Liang H, Chiclana F, Herrera-Viedma E. Preference evolution with deceptive interactions and heterogeneous trust in bounded confidence model: A simulation analysis. Knowl Based Syst 2019. [DOI: 10.1016/j.knosys.2019.03.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Robinson-Garcia N, Torres-Salinas D, Herrera-Viedma E, Docampo D. Mining university rankings: Publication output and citation impact as their basis. RESEARCH EVALUATION 2019. [DOI: 10.1093/reseval/rvz014] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Abstract
World university rankings have become well-established tools that students, university managers, and policy makers read and use. Each ranking claims to have a unique methodology capable of measuring the ‘quality’ of universities. The purpose of this article is to analyze to which extent these different rankings measure the same phenomenon and what it is that they are measuring. For this, we selected a total of seven world university rankings and performed a principal component analysis. After ensuring that despite their methodological differences, they all come together to a single component; we hypothesized that bibliometric indicators could explain what is being measured. Our analyses show that ranking scores from whichever of the seven league tables under study can be explained by the number of publications and citations received by the institution. We conclude by discussing policy implications and opportunities on how a nuanced and responsible use of rankings can help decision-making at the institutional level
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Ordoñez H, Torres-Jimenez J, Cobos C, Ordoñez A, Herrera-Viedma E, Maldonado-Martinez G. A business process clustering algorithm using incremental covering arrays to explore search space and balanced Bayesian information criterion to evaluate quality of solutions. PLoS One 2019; 14:e0217686. [PMID: 31194758 PMCID: PMC6564420 DOI: 10.1371/journal.pone.0217686] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 05/17/2019] [Indexed: 11/23/2022] Open
Abstract
The reuse of business processes (BPs) requires similarities between them to be suitably identified. Various approaches have been introduced to address this problem, but many of them feature a high computational cost and a low level of automation. This paper presents a clustering algorithm that groups business processes retrieved from a multimodal search system (based on textual and structural information). The algorithm is based on Incremental Covering Arrays (ICAs) with different alphabets to determine the possible number of groups to be created for each row of the ICA. The proposed algorithm also incorporates Balanced Bayesian Information Criterion to determine the optimal number of groups and the best solution for each query. Experimental evaluation shows that the use of ICAs with strength four (4) and different alphabets reduces the number of solutions needed to be evaluated and optimizes the number of clusters. The proposed algorithm outperforms other algorithms in various measures (precision, recall, and F-measure) by between 12% and 88%. Friedman and Wilcoxon non-parametric tests gave a 90–95% significance level to the obtained results. Better options of repository search for BPs help companies to reuse them. By thus reusing BPs, managers and analysts can more easily get to know the evolution and trajectory of the company processes, a situation that could be expected to lead to improved managerial and commercial decision making.
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Moral-Munoz JA, Zhang W, Cobo MJ, Herrera-Viedma E, Kaber DB. Smartphone-based systems for physical rehabilitation applications: A systematic review. Assist Technol 2019; 33:223-236. [DOI: 10.1080/10400435.2019.1611676] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
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Ureña R, Kou G, Dong Y, Chiclana F, Herrera-Viedma E. A review on trust propagation and opinion dynamics in social networks and group decision making frameworks. Inf Sci (N Y) 2019. [DOI: 10.1016/j.ins.2018.11.037] [Citation(s) in RCA: 186] [Impact Index Per Article: 37.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Morente-Molinera J, Kou G, Samuylov K, Ureña R, Herrera-Viedma E. Carrying out consensual Group Decision Making processes under social networks using sentiment analysis over comparative expressions. Knowl Based Syst 2019. [DOI: 10.1016/j.knosys.2018.12.006] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Mao X, Zhao X, Lin J, Herrera-Viedma E. Utilizing multi-source data in popularity prediction for shop-type recommendation. Knowl Based Syst 2019. [DOI: 10.1016/j.knosys.2018.11.033] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Zuheros C, Li CC, Cabrerizo FJ, Dong Y, Herrera-Viedma E, Herrera F. Computing with Words: Revisiting the Qualitative Scale. INT J UNCERTAIN FUZZ 2019. [DOI: 10.1142/s0218488518400147] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Computing with Words (CW) is a methodology which takes an essential role in decision making problems, thus the first aim of this paper is to highlight the importance of CW in decision making. There are many proposals of CW models that can be classified in two main fields: approaches based on membership functions and approaches based on qualitative scales. This paper focuses on the qualitative scales since it provides a closer environment to human knowledge and more accurate results avoiding a loss of information. An analysis and discussion of the qualitative scales of linguistic values in CW for decision making is provided. Finally, we highlight the open challenges for the qualitative scales in linguistic decision making.
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Moral-Munoz JA, Carballo-Costa L, Herrera-Viedma E, Cobo MJ. Production Trends, Collaboration, and Main Topics of the Integrative and Complementary Oncology Research Area: A Bibliometric Analysis. Integr Cancer Ther 2019; 18:1534735419846401. [PMID: 31046482 PMCID: PMC6501486 DOI: 10.1177/1534735419846401] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Revised: 03/26/2019] [Accepted: 03/31/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND The prevalence of cancer has increased over time worldwide. Nevertheless, the number of deaths has been reduced during the past 2 decades. Thus, one-third of the cancer patients are users of complementary and alternative therapies, looking for other types of interventions. The main aim of the present study is to understand the current status of the research in integrative and complementary oncology. Three different aspects were analyzed: production trends, country collaboration, and leading research topics. METHODS The dataset was obtained from the documents indexed under the Integrative and Complementary Medicine category of the Web of Science database from 1976 to 2017. VOSviewer and SciMAT software were employed to perform the bibliometric analysis. RESULTS The Journal of Ethnopharmacology, China Medical University and the People's Republic of China are the leading producers in the field. Regarding the collaboration, the United States and China present a close connection. The scientific community is focused on the following topics: apoptosis, breast cancer, oxidative stress, chemotherapy, and nuclear factor-Kappa-B (NF-Kappa-B). CONCLUSIONS The present article shows potentially important information that allows understanding of the past, present, and future of research in integrative and complementary oncology. It is a useful evidence-based framework on which to base future research actions and academic directions.
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Moreno C, Carrasco RA, Herrera-Viedma E. Data and Artificial Intelligence Strategy: A Conceptual Enterprise Big Data Cloud Architecture to Enable Market-Oriented Organisations. INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE 2019. [DOI: 10.9781/ijimai.2019.06.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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68
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Carrasco RA, Blasco MF, García-Madariaga J, Herrera-Viedma E. A Fuzzy Linguistic RFM Model Applied to Campaign Management. INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE 2019. [DOI: 10.9781/ijimai.2018.03.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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69
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Dong Y, Zha Q, Zhang H, Kou G, Fujita H, Chiclana F, Herrera-Viedma E. Consensus reaching in social network group decision making: Research paradigms and challenges. Knowl Based Syst 2018. [DOI: 10.1016/j.knosys.2018.06.036] [Citation(s) in RCA: 221] [Impact Index Per Article: 36.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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70
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Herrera-Viedma E, Chiclana F, Dong Y, Loia V, Kou G, Fujita H. Guest Editorial: Intelligent Decision Making and Consensus Under Uncertainty in Inconsistent and Dynamic Environments. Knowl Based Syst 2018. [DOI: 10.1016/j.knosys.2018.11.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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71
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Morente-Molinera J, Kou G, Pérez I, Samuylov K, Selamat A, Herrera-Viedma E. A group decision making support system for the Web: How to work in environments with a high number of participants and alternatives. Appl Soft Comput 2018. [DOI: 10.1016/j.asoc.2018.03.047] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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72
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Xu Y, Wang Q, Cabrerizo FJ, Herrera-Viedma E. Methods to improve the ordinal and multiplicative consistency for reciprocal preference relations. Appl Soft Comput 2018. [DOI: 10.1016/j.asoc.2018.03.034] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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73
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Herrera-Viedma E, Chiclana F, Dong Y, Cabrerizo FJ. Special issue on intelligent decision support systems based on soft computing and their applications in real-world problems. Appl Soft Comput 2018. [DOI: 10.1016/j.asoc.2018.04.054] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
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74
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Morente-Molinera J, Kou G, Peng Y, Torres-Albero C, Herrera-Viedma E. Analysing discussions in social networks using group decision making methods and sentiment analysis. Inf Sci (N Y) 2018. [DOI: 10.1016/j.ins.2018.03.020] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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75
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Moral-Munoz JA, Esteban-Moreno B, Herrera-Viedma E, Cobo MJ, Pérez IJ. Smartphone Applications to Perform Body Balance Assessment: a Standardized Review. J Med Syst 2018; 42:119. [PMID: 29845455 DOI: 10.1007/s10916-018-0970-1] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Accepted: 05/18/2018] [Indexed: 01/23/2023]
Abstract
Body balance disorders are related to different injuries that contribute to a wide range of healthcare issues. The social and financial costs of these conditions are high. Therefore, quick and reliable body balance assessment can contribute to the prevention of injuries, as well as enhancement of clinical rehabilitation. Moreover, the use of smartphone applications is increasing rapidly since they incorporate different hardware components that allow for body balance assessment. The present study aims to show an analysis of the current applications available on Google Play StoreTM and iTunes App StoreTM to measure this physical condition, using the Mobile Application Rating Scale (MARS). Three iOS and two Android applications met the inclusion criteria. Three applications have scientific support, Balance test YMED, Balance Test by Slani, and Sway. Furthermore, according to MARS, the main scores for each evaluated domain were: Engagement (2.04), Functionality (3.8), Esthetics (3.53), and Information (3.80). The reviewed applications targeted to assess body balance obtained good mean scores. Sway is the app with highest scores in each MARS domain, followed by iBalance Fitness and Gyrobalance.
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