Business Intelligence System via Group Decision Making
In the paper a business intelligence tool based on group decision making is proposed. The group decision making uses a combinatorial optimization modeling technique. It takes into account weighted coefficients for evaluation criteria assigned by decision makers together with their scores for the alt...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Sciendo
2016-09-01
|
| Series: | Cybernetics and Information Technologies |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/cait-2016-0045 |
| _version_ | 1818745118534926336 |
|---|---|
| author | Borissova Daniela Mustakerov Ivan Korsemov Dilian |
| author_facet | Borissova Daniela Mustakerov Ivan Korsemov Dilian |
| author_sort | Borissova Daniela |
| collection | DOAJ |
| description | In the paper a business intelligence tool based on group decision making is proposed. The group decision making uses a combinatorial optimization modeling technique. It takes into account weighted coefficients for evaluation criteria assigned by decision makers together with their scores for the alternatives in respect of these criteria. The proposed optimization model for group decision making considers also the knowledge level of the group members involved as decision makers. This optimization model is implemented in three-layer architecture of Web application for business intelligence by group decision making. Developed Web application is numerically tested for a representative problem for software choice considering six decision makers, three alternatives and 19 evaluation criteria. The obtained results show the practical applicability and effectiveness of the proposed approach. |
| first_indexed | 2024-12-18T02:55:07Z |
| format | Article |
| id | doaj.art-3c56313b82e6428da3b52fe7759d3c9c |
| institution | Directory Open Access Journal |
| issn | 1314-4081 |
| language | English |
| last_indexed | 2024-12-18T02:55:07Z |
| publishDate | 2016-09-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Cybernetics and Information Technologies |
| spelling | doaj.art-3c56313b82e6428da3b52fe7759d3c9c2022-12-21T21:23:23ZengSciendoCybernetics and Information Technologies1314-40812016-09-0116321922910.1515/cait-2016-0045Business Intelligence System via Group Decision MakingBorissova Daniela0Mustakerov Ivan1Korsemov Dilian2Institute of Information and Communication Technologies, BAS, 1113 Sofia, BulgariaInstitute of Information and Communication Technologies, BAS, 1113 Sofia, BulgariaInstitute of Information and Communication Technologies, BAS, 1113 Sofia, BulgariaIn the paper a business intelligence tool based on group decision making is proposed. The group decision making uses a combinatorial optimization modeling technique. It takes into account weighted coefficients for evaluation criteria assigned by decision makers together with their scores for the alternatives in respect of these criteria. The proposed optimization model for group decision making considers also the knowledge level of the group members involved as decision makers. This optimization model is implemented in three-layer architecture of Web application for business intelligence by group decision making. Developed Web application is numerically tested for a representative problem for software choice considering six decision makers, three alternatives and 19 evaluation criteria. The obtained results show the practical applicability and effectiveness of the proposed approach.https://doi.org/10.1515/cait-2016-0045business intelligencedecision support systemmulti-attribute problemgroup decision makingweb-based application |
| spellingShingle | Borissova Daniela Mustakerov Ivan Korsemov Dilian Business Intelligence System via Group Decision Making Cybernetics and Information Technologies business intelligence decision support system multi-attribute problem group decision making web-based application |
| title | Business Intelligence System via Group Decision Making |
| title_full | Business Intelligence System via Group Decision Making |
| title_fullStr | Business Intelligence System via Group Decision Making |
| title_full_unstemmed | Business Intelligence System via Group Decision Making |
| title_short | Business Intelligence System via Group Decision Making |
| title_sort | business intelligence system via group decision making |
| topic | business intelligence decision support system multi-attribute problem group decision making web-based application |
| url | https://doi.org/10.1515/cait-2016-0045 |
| work_keys_str_mv | AT borissovadaniela businessintelligencesystemviagroupdecisionmaking AT mustakerovivan businessintelligencesystemviagroupdecisionmaking AT korsemovdilian businessintelligencesystemviagroupdecisionmaking |