Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 11, November 2014
The Survey Paper on Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse
Saloni Shah, Vina M. Lomte
There are many available methods to integrate information source reliability in an uncertainty representation, but there are only a few works focusing on the problem of evaluating this reliability. However, data reliability and confidence are essential components of a data warehousing system, as they influence subsequent retrieval and analysis. In this paper, we propose a generic method to assess data reliability from a set of criteria using the theory of belief functions. Customizable criteria and insightful decisions are provided. The chosen illustrative example comes from real-world data issued from the SymPrevius predictive microbiology oriented data warehouse.
Keywords: Belief functions, evidence, information fusion, confidence, maximal coherent subsets, trust, data quality, relevance
Edition: Volume 3 Issue 11, November 2014
Pages: 2531 - 2536
How to Cite this Article?
Saloni Shah, Vina M. Lomte, "The Survey Paper on Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=OCT141555, Volume 3 Issue 11, November 2014, 2531 - 2536
123 PDF Views | 103 PDF Downloads
Similar Articles with Keyword 'evidence'
| Weekly Popularity: ⮙7
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 470 - 478Ensuring Video Integrity Using Watermark - Chaining by SVD and DWT
Aditya Tiwari, Ayush Pandey
Review Papers, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020
Pages: 1251 - 1256IT Auditing and its Standards
Dr D S Kushwaha, Ankur Singh
| Weekly Popularity: ⮙3
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014
Pages: 872 - 877Ranking and Clustering of Software Cost Estimation Models
Vijaya Wable, S. M. Shinde
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 1487 - 1489A New Approach for Real Time Evidence Collection from Linux Environment
Neethu P Nair, Maniveena C
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015
Pages: 1974 - 1979Implementation of Enhanced Feedback in Automated Latent Fingerprint Matcher
Lekshmi S P, Lizmol Stephen
Similar Articles with Keyword 'information fusion'
| Weekly Popularity: ⮙5
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2531 - 2536The Survey Paper on Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse
Saloni Shah, Vina M. Lomte
| Weekly Popularity: ⮙2
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016
Pages: 1860 - 1864An Improved Real Time Method for Detection, Blocking and Traceback of Malicious Traffic Over TOR
Rinaj Gafoor, Charlse M Varghese
| Weekly Popularity: ⮙3
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 3, March 2016
Pages: 1267 - 1271Survey on Matrix Factorization Using Information Fusion
Rutuja Mane, A. N. Bandal
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 11, November 2013
Pages: 285 - 288An Efficient Routing Approach for In-Network Aggregation in Wireless Sensor Networks
D. N. Rewadkar, Priti Madhukar Mithari
Similar Articles with Keyword 'confidence'
| Weekly Popularity: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 1389 - 1391Generalized Ranking for Product Aspects using Concept Hierarchies
K. Bharathi, T. Venkata Satya Vivek, G. Radha Krishna
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015
Pages: 2004 - 2008Document Classification Using Part of Speech in Text Mining
Sonam Tripathi, Tripti Sharma
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 4, April 2016
Pages: 2334 - 2339A Novel Way for Mining Frequent and Interesting Patterns using Genetic Algorithm
Reshu Tyagi, Muskaan Batra
Research Paper, Computer Science & Engineering, India, Volume 8 Issue 6, June 2019
Pages: 1498 - 1501Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation
Dipak D. Tayade, Nilesh Y Chaudhari
| Weekly Popularity: ⮙5
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2531 - 2536The Survey Paper on Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse
Saloni Shah, Vina M. Lomte
Similar Articles with Keyword 'trust'
| Weekly Popularity: ⮙1
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1380 - 1382A Literature Review of Enhancing Security in Mobile Ad-Hoc Networks Using Trust Management Security Scheme
Rajshree Ambatkar, Purnima Selokar
Research Paper, Computer Science & Engineering, India, Volume 7 Issue 4, April 2018
Pages: 137 - 140Intelligent Health and Education Trust Recommendation System
Bhavin Rathod; Deepraj Sawant; Tejas Shetye; Silviya D'Monte
| Weekly Popularity: ⮙5
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 1384 - 1390Sherpa - Experts Social Network
Sangramsingh M Ghatage, Siddharth K Gaikwad
Masters Thesis, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020
Pages: 431 - 433Real Time Signal Quality ECG Telemetry System for IoT - Based Health Care Monitoring
Arjumand Arshi, Dr. Sameena Banu
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015
Pages: 1069 - 1073Energy Efficient and Trust Based Node Disjoint Multipath Routing Protocol for WSN
Rucha Agrawal, Simran Khiani
Similar Articles with Keyword 'data quality'
| Weekly Popularity: ⮙5
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2531 - 2536The Survey Paper on Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse
Saloni Shah, Vina M. Lomte
| Weekly Popularity: ⮙2
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016
Pages: 1982 - 1986Enhanced Robust and Reversible Watermarking for Supervised Learning Data
Madhuri V. Gaikwad, Prof. R. A. Kudale
| Weekly Popularity: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 1344 - 1349Big Data Quality: Early Detection of Errors in Process Flow using Alignments and Compliance Rules
Melody Wadzanayi Murakwani, Manoj Sethi
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016
Pages: 433 - 435Multiple Description Coding Privacy and Quality Preserving Systems
Dr. Aravinda T V, Mamatha O
Similar Articles with Keyword 'relevance'
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016
Pages: 1721 - 1725A Novel Bag-of-Object Retrieval Model To Predict Image Relevance
Gouri K. Ghadge, G. J. Chhajed
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 2507 - 2509A Survey on Extended MI technique for Edit Recommendation using Hybrid History Mining and Relevance Feedback
Shradha P. Patil, B. Padmavathi
| Weekly Popularity: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014
Pages: 1578 - 1583Learning to Cluster Feedback Session for Identification of User Search Objective
Manjiri M. Kokate, Poonam D. Lambhate
| Weekly Popularity: ⮙1
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014
Pages: 2377 - 2379Survey of Fast Nearest Neighbor Search
Rutuja Panjabrao Desai, S. R. Patil
| Weekly Popularity: ⮙5
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2531 - 2536The Survey Paper on Evaluating Data Reliability: An Evidential Answer with Application to a Web-Enabled Data Warehouse
Saloni Shah, Vina M. Lomte