Pub Date : 2023-01-01DOI: 10.1504/IJBSR.2022.10036153
M. Alnahhal, Noushin Bagheri, M. Tabash
{"title":"Islamic financial institutions performance pre- and post-global financial crisis 2007/2008: empirical insights from Gulf Cooperation Council","authors":"M. Alnahhal, Noushin Bagheri, M. Tabash","doi":"10.1504/IJBSR.2022.10036153","DOIUrl":"https://doi.org/10.1504/IJBSR.2022.10036153","url":null,"abstract":"","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66708009","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}
Pub Date : 2023-01-01DOI: 10.1504/ijbsr.2023.134481
Mohan Sangli, Rajeshwar S. Kadadevaramath, Srikanth Madaka
Machine learning models map inputs to predictions. Supervised machine learning models learn from a dataset containing several samples or experiments by assigning a weightage to each of the input parameters, commonly referred as features, so as to map to the corresponding target outcome. Different algorithms are used in the learning process, each following a set of rules to achieve the stated objective of mapping features to the corresponding value of target. In this development process, algorithms assign weights to each feature and refine them iteratively to reduce the error between the predicted outcomes with the actual value in the dataset. It is observed that each type of algorithm is based on certain themes such as linear, tree-based, kernel, etc. Each adoption of each of these themed algorithms assigns different weights to features to arrive at the target outcome while reducing the error with the actual value. Iterations alter the weights of parameters until fully tuned and hence there is a need to get reliable weights early in the model development process.
{"title":"Comparative study of methods to identify sensitive parameters for improving performance of predictive models","authors":"Mohan Sangli, Rajeshwar S. Kadadevaramath, Srikanth Madaka","doi":"10.1504/ijbsr.2023.134481","DOIUrl":"https://doi.org/10.1504/ijbsr.2023.134481","url":null,"abstract":"Machine learning models map inputs to predictions. Supervised machine learning models learn from a dataset containing several samples or experiments by assigning a weightage to each of the input parameters, commonly referred as features, so as to map to the corresponding target outcome. Different algorithms are used in the learning process, each following a set of rules to achieve the stated objective of mapping features to the corresponding value of target. In this development process, algorithms assign weights to each feature and refine them iteratively to reduce the error between the predicted outcomes with the actual value in the dataset. It is observed that each type of algorithm is based on certain themes such as linear, tree-based, kernel, etc. Each adoption of each of these themed algorithms assigns different weights to features to arrive at the target outcome while reducing the error with the actual value. Iterations alter the weights of parameters until fully tuned and hence there is a need to get reliable weights early in the model development process.","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135212660","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}
Pub Date : 2023-01-01DOI: 10.1504/ijbsr.2023.10054547
Srikanth Madaka, R. S. Kadadevaramath, Mohan Sangli
{"title":"Comparative study of methods to identify sensitive parameters for improving performance of predictive models","authors":"Srikanth Madaka, R. S. Kadadevaramath, Mohan Sangli","doi":"10.1504/ijbsr.2023.10054547","DOIUrl":"https://doi.org/10.1504/ijbsr.2023.10054547","url":null,"abstract":"","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66709374","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}
Pub Date : 2023-01-01DOI: 10.1504/ijbsr.2023.131721
Ansar Abbas, D. Ekowati, Fendy Suhariadi, Aisha Anwar
{"title":"Workplace: an empirical study on spiritual leadership in Pakistani higher education","authors":"Ansar Abbas, D. Ekowati, Fendy Suhariadi, Aisha Anwar","doi":"10.1504/ijbsr.2023.131721","DOIUrl":"https://doi.org/10.1504/ijbsr.2023.131721","url":null,"abstract":"","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66709434","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}
Pub Date : 2023-01-01DOI: 10.1504/IJBSR.2022.10036200
Victor I. Chang, Robert Marshall, Q. Xu, Anastasija Nikiforova
{"title":"E-commerce assistant application incorporating machine learning image classification","authors":"Victor I. Chang, Robert Marshall, Q. Xu, Anastasija Nikiforova","doi":"10.1504/IJBSR.2022.10036200","DOIUrl":"https://doi.org/10.1504/IJBSR.2022.10036200","url":null,"abstract":"","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66708024","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}
Pub Date : 2023-01-01DOI: 10.1504/IJBSR.2022.10038644
Á. Dias, Rui Gonçalves, L. Pereira, R. Costa, Yuliya Tovstolyak
{"title":"Internationalisation business strategy via e-commerce","authors":"Á. Dias, Rui Gonçalves, L. Pereira, R. Costa, Yuliya Tovstolyak","doi":"10.1504/IJBSR.2022.10038644","DOIUrl":"https://doi.org/10.1504/IJBSR.2022.10038644","url":null,"abstract":"","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66708483","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}
Pub Date : 2023-01-01DOI: 10.1504/ijbsr.2023.133211
M. Shilpa, L. Harshith, Shobhini Sekar, R. S. Kadadevaramath
{"title":"Computerised relationship layout planning for redesign of supermarket layouts","authors":"M. Shilpa, L. Harshith, Shobhini Sekar, R. S. Kadadevaramath","doi":"10.1504/ijbsr.2023.133211","DOIUrl":"https://doi.org/10.1504/ijbsr.2023.133211","url":null,"abstract":"","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66709027","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}
Pub Date : 2023-01-01DOI: 10.1504/ijbsr.2023.134463
Jeevesh Sharma, Suhasini Verma
{"title":"An analysis of firms' environmental performance: an empirical study of Carbonex firms in India","authors":"Jeevesh Sharma, Suhasini Verma","doi":"10.1504/ijbsr.2023.134463","DOIUrl":"https://doi.org/10.1504/ijbsr.2023.134463","url":null,"abstract":"","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134980238","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}
Pub Date : 2023-01-01DOI: 10.1504/ijbsr.2023.127712
Vanessa Grace G. Guerrero, Roy Jucip T. Basar III, Honey Rose N. Borden, Manuel Lorenzo G. Busano III, Xelani Kaye A. Gonzales, Kafferine D. Yamagishi, Lanndon A. Ocampo
With a significant share of the Philippine population going online, online shopping has become an emerging trend. As the number of online shopping transactions increases daily, it has become increasingly important to understand the barriers that hinder the market. Despite its importance, current literature considers buyers' perspectives with limited insights on the sellers' perceptions. Understanding the sellers' point of view provides a holistic analysis of these barriers for better practical insights. As a case in point, with the Philippines, this study attempts to identify the barriers of online shopping and their interrelationships, both from the sellers' and buyers' perspectives, using interpretive structural modelling and MICMAC analysis. Findings show that internet connection and the need for the product's sensory experience are highly relevant barriers to the sellers. On the other hand, buyers emphasise the need for the product's sensory experience than the rest of the barriers. The managerial implications of these findings are discussed.
{"title":"Modelling the barriers of online shopping in the Philippines using the ISM-MICMAC approach","authors":"Vanessa Grace G. Guerrero, Roy Jucip T. Basar III, Honey Rose N. Borden, Manuel Lorenzo G. Busano III, Xelani Kaye A. Gonzales, Kafferine D. Yamagishi, Lanndon A. Ocampo","doi":"10.1504/ijbsr.2023.127712","DOIUrl":"https://doi.org/10.1504/ijbsr.2023.127712","url":null,"abstract":"With a significant share of the Philippine population going online, online shopping has become an emerging trend. As the number of online shopping transactions increases daily, it has become increasingly important to understand the barriers that hinder the market. Despite its importance, current literature considers buyers' perspectives with limited insights on the sellers' perceptions. Understanding the sellers' point of view provides a holistic analysis of these barriers for better practical insights. As a case in point, with the Philippines, this study attempts to identify the barriers of online shopping and their interrelationships, both from the sellers' and buyers' perspectives, using interpretive structural modelling and MICMAC analysis. Findings show that internet connection and the need for the product's sensory experience are highly relevant barriers to the sellers. On the other hand, buyers emphasise the need for the product's sensory experience than the rest of the barriers. The managerial implications of these findings are discussed.","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135007634","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}
Pub Date : 2023-01-01DOI: 10.1504/ijbsr.2023.130627
Selim Ahmed, Rafikul Islam, Ahmed Al Asheq
{"title":"Analysis of employee motivation in the service and manufacturing organisations: the case of a developing economy","authors":"Selim Ahmed, Rafikul Islam, Ahmed Al Asheq","doi":"10.1504/ijbsr.2023.130627","DOIUrl":"https://doi.org/10.1504/ijbsr.2023.130627","url":null,"abstract":"","PeriodicalId":38140,"journal":{"name":"International Journal of Business and Systems Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136297929","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}
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