Alberto Guillén Perales, F. Liébana-Cabanillas, J. Sánchez-Fernández, L. Herrera
{"title":"Assessing university students' perception of academic quality using machine learning","authors":"Alberto Guillén Perales, F. Liébana-Cabanillas, J. Sánchez-Fernández, L. Herrera","doi":"10.1108/aci-06-2020-0003","DOIUrl":"https://doi.org/10.1108/aci-06-2020-0003","url":null,"abstract":"The aim of this research is to assess the influence of the underlying service quality variable, usually related to university students' perception of the educational experience. Another aspect analysed in this work is the development of a procedure to determine which variables are more significant to assess students' satisfaction.,In order to achieve both goals, a twofold methodology was approached. In the first phase of research, an assessment of the service quality was performed with data gathered from 580 students in a process involving the adaptation of the SERVQUAL scale through a multi-objective optimization methodology. In the second phase of research, results obtained from students were compared with those obtained from the teaching staff at the university.,Results from the analysis revealed the most significant service quality dimensions from the students' viewpoint according to the scores that they provided. Comparison of the results with the teaching staff showed noticeable differences when assessing academic quality.,Significant conclusions can be drawn from the theoretical review of the empirical evidences obtained through this study helping with the practical design and implementation of quality strategies in higher education especially in regard to university education.","PeriodicalId":37348,"journal":{"name":"Applied Computing and Informatics","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1108/aci-06-2020-0003","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41748253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Conceptual framework of a skill-based interactive employee engaging system: In the Context of Upskilling the present IT organization","authors":"Sid Nair, A. Kaushik, Harnaik Dhoot","doi":"10.1016/J.ACI.2019.05.001","DOIUrl":"https://doi.org/10.1016/J.ACI.2019.05.001","url":null,"abstract":"","PeriodicalId":37348,"journal":{"name":"Applied Computing and Informatics","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/J.ACI.2019.05.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45036066","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jawad Ahmad, H. Larijani, R. Emmanuel, M. Mannion, Abbas Javed
{"title":"Occupancy detection in non-residential buildings – A survey and novel privacy preserved occupancy monitoring solution","authors":"Jawad Ahmad, H. Larijani, R. Emmanuel, M. Mannion, Abbas Javed","doi":"10.1016/J.ACI.2018.12.001","DOIUrl":"https://doi.org/10.1016/J.ACI.2018.12.001","url":null,"abstract":"","PeriodicalId":37348,"journal":{"name":"Applied Computing and Informatics","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/J.ACI.2018.12.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53975641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Mixed approach of Deep Learning method and Rule-Based method to improve Aspect Level Sentiment Analysis","authors":"Paramita Ray, A. Chakrabarti","doi":"10.1016/J.ACI.2019.02.002","DOIUrl":"https://doi.org/10.1016/J.ACI.2019.02.002","url":null,"abstract":"","PeriodicalId":37348,"journal":{"name":"Applied Computing and Informatics","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/J.ACI.2019.02.002","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44283185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An audio encryption scheme based on Fast Walsh Hadamard Transform and mixed chaotic keystreams","authors":"F. J. Farsana, V. R. Devi, K. Gopakumar","doi":"10.1016/j.aci.2019.10.001","DOIUrl":"https://doi.org/10.1016/j.aci.2019.10.001","url":null,"abstract":"","PeriodicalId":37348,"journal":{"name":"Applied Computing and Informatics","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.aci.2019.10.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48052988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Solar power generation forecasting using ensemble approach based on deep learning and statistical methods","authors":"Mariam AlKandari, I. Ahmad","doi":"10.1016/j.aci.2019.11.002","DOIUrl":"https://doi.org/10.1016/j.aci.2019.11.002","url":null,"abstract":"","PeriodicalId":37348,"journal":{"name":"Applied Computing and Informatics","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.aci.2019.11.002","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42593426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A prototype mobile application for the Athens Numismatic Museum","authors":"Pantelis Chasapis, S. Mitropoulos, C. Douligeris","doi":"10.1016/J.ACI.2019.06.001","DOIUrl":"https://doi.org/10.1016/J.ACI.2019.06.001","url":null,"abstract":"","PeriodicalId":37348,"journal":{"name":"Applied Computing and Informatics","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/J.ACI.2019.06.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44340807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Pricing schemes for air traffic services through multi-level approaches","authors":"Rabah Guettaf, F. Mora-Camino","doi":"10.1016/J.ACI.2018.07.001","DOIUrl":"https://doi.org/10.1016/J.ACI.2018.07.001","url":null,"abstract":"","PeriodicalId":37348,"journal":{"name":"Applied Computing and Informatics","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/J.ACI.2018.07.001","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44456111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Difference of two norms-regularizations for Q-Lasso","authors":"A. Moudafi","doi":"10.1016/J.ACI.2018.07.002","DOIUrl":"https://doi.org/10.1016/J.ACI.2018.07.002","url":null,"abstract":"","PeriodicalId":37348,"journal":{"name":"Applied Computing and Informatics","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/J.ACI.2018.07.002","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49239857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}