A fuzzy logic‐based approach for fuzzy queries over NoSQL graph database. (3rd August 2021)
- Record Type:
- Journal Article
- Title:
- A fuzzy logic‐based approach for fuzzy queries over NoSQL graph database. (3rd August 2021)
- Main Title:
- A fuzzy logic‐based approach for fuzzy queries over NoSQL graph database
- Authors:
- Ahmadi, Zahra
Parand, Fereshteh‐Azadi
Matinfar, Farzam - Abstract:
- Abstract: The massive production of data in the web environment increases the need for efficient and effective solutions to store and manage data. NoSQL databases with the capability of storing various types of data were introduced to be used in the management of big data. Besides, supporting flexible querying has significant impacts on data management usability and users prefer to ask their requests using fuzzy terms and get crisp results to make efficient decisions. In this paper, a fuzzy‐based approach is presented which adopts fuzzy queries and delivers crisp recommendations to the users. For this purpose, a counselor, which acts as a fuzzy agent and has knowledge about the data, defines fuzzy terms, membership functions and fuzzy rule tables in a way that each user can ask queries through fuzzy terms. The evaluation results show the efficiency of the proposed approach which removes the need for high‐level programming skills for users. As a result, our approach's efficiency and user acceptance are increased as well and made it an appropriate solution for using ambiguous queries in big graph databases.
- Is Part Of:
- Concurrency and computation. Volume 34:Number 1(2022)
- Journal:
- Concurrency and computation
- Issue:
- Volume 34:Number 1(2022)
- Issue Display:
- Volume 34, Issue 1 (2022)
- Year:
- 2022
- Volume:
- 34
- Issue:
- 1
- Issue Sort Value:
- 2022-0034-0001-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2021-08-03
- Subjects:
- center of gravity method -- defuzzification -- fuzzy query -- Neo4j -- NoSQL graph database
Parallel processing (Electronic computers) -- Periodicals
Parallel computers -- Periodicals
004.35 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/cpe.6542 ↗
- Languages:
- English
- ISSNs:
- 1532-0626
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3405.622000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 20248.xml