Contextual Analysis of Transactional Data

Vangalur Alagar*, Kaiyu Wan

*Corresponding author for this work

Research output: Chapter in Book or Report/Conference proceedingConference Proceedingpeer-review

Abstract

Data analysis is often attempted by business stakeholder on transactional databases, that are maintained within the overall enterprise system, in order to understand patterns of user behavior, transaction types, and their impact on the utility and value of interest to the enterprise. Statistical and machine learning techniques are often used to make predictions and decisions. In order to guide the business stakeholder ask the right questions and guide the query processor in fetching the most accurate answers to the questions we introduce formal approaches in which the five dimensional context information What?, Why?, Where?, When?, Who? are captured. When the transactions are contextually qualified both querying and analysis of data on their responses will lead to efficient and accurate discovery of interesting patterns for decision making.

Original languageEnglish
Title of host publicationAdvances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Volume 2
EditorsYong Liu, Lipo Wang, Liang Zhao, Zhengtao Yu
PublisherSpringer
Pages1054-1062
Number of pages9
ISBN (Print)9783030325909
DOIs
Publication statusPublished - 2020
Externally publishedYes
Event15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2019, co-located with the 5th International Conference on Harmony Search, Soft Computing and Applications, ICHSA 2019 - Kunming, China
Duration: 20 Jul 201922 Jul 2019

Publication series

NameAdvances in Intelligent Systems and Computing
Volume1075
ISSN (Print)2194-5357
ISSN (Electronic)2194-5365

Conference

Conference15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2019, co-located with the 5th International Conference on Harmony Search, Soft Computing and Applications, ICHSA 2019
Country/TerritoryChina
CityKunming
Period20/07/1922/07/19

Keywords

  • Contextual analysis
  • Data analysis
  • Formalization
  • Information system
  • Transactional data

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