Comparative Quantitative Analysis of Leading Business Intelligence Software Platforms
Keywords:
Business Intelligence, Software Platforms, Data AnalyticsAbstract
In this study, the Business Intelligence (BI) problem domain is considered. A generalized stack of BI software architecture is reviewed, core techniques and capabilities of Business Intelligence are outlined. Among leading BI platforms were considered Power BI, QlikView, and Tableau, which were compared from the viewpoint of their BI capabilities. Different similarity measures were used to compare BI platforms and evaluate their rating based on user feedback.
References
D. L. Orlovskyi, A. M. Kopp, V. Y. Kondratiev, Development of a model and a software solution to support the analytical dashboards design problem, Bulletin of the National Technical University "KhPI". Ser. : System analysis, control and information technology 1(3) (2020) 58-67.
Gartner Glossary, Analytics and Business Intelligence, 2021. URL: https://www.gartner.com/en/information-technology/glossary/business-intelligence-bi
B. Evelson, The Forrester Wave Enterprise Business Intelligence Platforms, 2008. URL: https://www.slideshare.net/Cezar_Cursaru/The-Forrester-Wave-Enterprise-Business-Intelligence-Platforms-Q3-2008
А. M. Kopp, D. L. Orlovskyi, D. O. Kuka, An approach to forming dashboards for business processes state analysis, Bulletin of the National Technical University "KhPI". Ser. : System analysis, control and information technology 51(1272) (2017) 44-52.
Kopp, D. Orlovskyi, An Approach to Forming Dashboards for Business Process Indicators Analysis using Fuzzy and Semantic Technologies, CEUR-WS.org 2122 (2018) 1-7.
Kopp, D. Orlovskyi, A Method for Business Process Model Analysis and Improvement, CEUR-WS.org 2403 (2019) 1-10.
What is version control? URL: https://www.atlassian.com/git/tutorials/what-is-version-control
OLAP, 2020. URL: https://www.ibm.com/cloud/learn/olap
Halton, Predictive Analytics, 2022. URL: https://www.investopedia.com/terms/p/predictive-analytics.asp
Orlovskyi, A. Kopp, A Business Intelligence Dashboard Design Approach to Improve Data Analytics and Decision Making, CEUR-WS.org 2833 (2020) 48-59.
G. Levy-Yurista, Gartner Magic Quadrant for Analytics and BI Platforms, 2018. URL: https://dzone.com/articles/the-next-generation-of-bi-is-here-and-so-is-the-20
Microsoft, What is Power BI?, 2021. URL: https://powerbi.microsoft.com/en-us/what-is-power-bi/
Qlik, Data Analytics & Data Integration Solutions, 2021. URL: https://www.qlik.com/us/
Tableau, Business Intelligence and Analytics Software, 2021. URL: https://www.tableau.com/
Gartner, Reviews Organized by Markets, 2021. URL: https://www.gartner.com/reviews/markets/
Gartner, Microsoft Power BI Reviews, 2021. URL: https://www.gartner.com/reviews/market/analytics-business-intelligence-plat-forms/vendor/microsoft/product/microsoft-power-bi
Gartner, QlikView Reviews, 2021. URL: https://www.gartner.com/reviews/market/analytics-business-intelligence-platforms/vendor/qlik/product/qlikview
Gartner, Tableau Desktop and Server Reviews, 2021. URL: https://www.gartner.com/reviews/market/analytics-business-intelligence-platforms/vendor/tableau/product/tableau-server
Banerjee, SimPatch: A Nearest Neighbor Similarity Match between Image Patches, 2020. URL: https://arxiv.org/pdf/2008.03085.pdf
H. Hee-Soo et al., Cosine similarity-based adversarial process, 2019. URL: https://arxiv.org/pdf/1907.00542.pdf
J. Bertels et al., Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice, 2019. URL: https://arxiv.org/pdf/1911.01685.pdf
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
User Rights
Under the Creative Commons Attribution-NonCommercial 4.0 International (CC-BY-NC), the author (s) and users are free to share (copy, distribute and transmit the contribution).
Rights of Authors
Authors retain the following rights:
1. Copyright and other proprietary rights relating to the article, such as patent rights,
2. the right to use the substance of the article in future works, including lectures and books,
3. the right to reproduce the article for own purposes, provided the copies are not offered for sale,
4. the right to self-archive the article.
