Data mining
Data-Oriented Model of Gas Consumption Management Emphasizing the Issue of Unauthorized Use Based on Information Systems Analysis

Ali Esmaili; Hoshang Taghizadeh; Naser Faqhi Farhamand

Articles in Press, Accepted Manuscript, Available Online from 23 November 2023

https://doi.org/10.22034/kps.2023.404190.1146

Abstract
  This research aims to provide a data-driven model of gas consumption management with an emphasis on the problem of unauthorized use based on the analysis of information systems. This mixed study has been done with the library research method, with metasynthesis technique in the field of gas consumption ...  Read More

Data mining
Knowledge-Based Organizational Happiness Modeling with a Data-Driven Approach: Grounded Theory and Data Mining

Taimour Jafarian Dehkordi; Mohammadreza Dalvi Esfahan; Saeed Aghasi

Volume 4, Issue 1 , December 2023, , Pages 20-39

https://doi.org/10.22034/kps.2023.383310.1096

Abstract
  Purpose: The current research was conducted by designing the knowledge-based organizational satisfaction modeling with a data-driven approach using a qualitative and quantitative method of grounded theory and data mining techniques.methods: The data was taken from in-depth and semi-structured interviews ...  Read More

Data mining
Designing an Intelligent Pattern of Digital Consumer Behavior Based on Big Data

Hojat Mahammadi Torkamani; Mohammad Pasban; Yaghoub Alavi Matin; Hakimeh Niki Esfahlan

Volume 4, Issue 1 , December 2023, , Pages 40-51

https://doi.org/10.22034/kps.2023.385443.1104

Abstract
  This research aims to design an intelligent model of digital consumer behavior knowledge based on big data. This research was conducted using a qualitative approach. First, the qualitative method of thematic analysis was used, followed by the application of big data analysis techniques. The statistical ...  Read More

Data mining
Fifth Generation University Data-Based Model in Islamic Azad University

Nasim Bakhshaei; Mohammad Reza Bagherzadeh; Yusuf Gholipourkanani; Mohammad Reza Dalvi

Volume 4, Issue 1 , December 2023, , Pages 79-90

https://doi.org/10.22034/kps.2023.389983.1115

Abstract
  This research aims to develop a data-based model for fifth-generation universities. Creating a data-driven model in a university environment is essential in education. The primary mission of higher education is to address the specific educational needs of individuals, as well as the needs of society ...  Read More

Data mining
Identifying Knowledge Management Infrastructures to Reduce Employee Mental Absenteeism Based on Data Mining Techniques

Aliakbar Vakili; Mahdi Bagheri; Sirajuddin Mohebi; Kobra Haji Alizadeh

Volume 4, Issue 1 , December 2023, , Pages 120-131

https://doi.org/10.22034/kps.2023.394860.1129

Abstract
  This research aims to identify the knowledge management infrastructure due to reducing employee absenteeism based on data mining. Examining the status and reports of employees using data recording systems, creating information dashboards, and applying data mining techniques is important for the transparency ...  Read More

Data mining
Application of Data Mining to Detect Accounting Fraud in Information Systems

Tina Malekolkalami; Khadijah Khodabakhshi Parijani; Maliheh Alifari

Volume 3, Issue 4 , September 2023, , Pages 60-72

https://doi.org/10.22034/kps.2023.394274.1127

Abstract
  The purpose of this research is to use data mining to detect accounting fraud in the database of stock exchange member companies. The combination of discrete and continuous data has increased the necessity of using data mining and machine learning methods in the field of fraud detection. This research ...  Read More

Data mining
A Study on The Effectiveness of Artificial Intelligence Approach on Sustainable Supply Chain Intelligent Management

Ali Shahgharar; Majid Bagherzadeh Khajeh; Sahar khoshfetrat; Naser Faqhi Farhamand

Volume 3, Issue 4 , September 2023, , Pages 104-119

https://doi.org/10.22034/kps.2023.385444.1105

Abstract
  The current research aims to study the effectiveness of artificial intelligence (AI) on sustainable and intelligent supply chain management in the food industry of East Azarbaijan province. The use of intelligent technologies and sustainability components based on organizational knowledge in the product ...  Read More

Data mining
Intelligent Modeling of Managers' Data-Driven Decisions in Empowering Human Resources

Seyed Rohollah Abbasi; Abdul Khalegh Gholami Chenaristan Alia; Foad Makvandi

Volume 3, Issue 3 , July 2023, , Pages 29-44

https://doi.org/10.22034/kps.2023.383192.1094

Abstract
  This study aimed to design a data-driven decision-making model for managers in the direction of empowering human resources in the police headquarter of Kohgiluyeh and Boyer-Ahmad province.  Increasing amount of information and rapid changes in the environment and the need to create continuous communication ...  Read More