Knowledge Extraction as an Emerging Discipline: A Bibliographic Analysis

Mila Malekolkalami; Mohammad Hassanzadeh; Atefeh Sharif; Mansour Rezghi

Volume 3, Issue 2 , April 2023, , Pages 1-25

  This study aims to conduct a bibliometric analysis of knowledge extraction to examine its grassroots and interdisciplinary interactions based on papers in the Scopus database between 1980 and 2022. The study uses Biblimetrix, performance analysis, and science mapping techniques using 307 articles extracted ...  Read More

Knowledge management
Supply Chain Performance Management Modeling Based on Information Dashboards in Private Banks

Farshid Bigdeli; Mohammadreza Dalvi Esfahan; Saeed Aghasi

Volume 4, Issue 1 , December 2023, , Pages 1-19

  The purpose of this research is to model supply chain performance management based on information dashboards in private banks. The data was derived from in-depth and semi-structured interviews with 12 managers of five private banks in the country, which were based on purposeful sampling and continued ...  Read More

Knowledge Extraction
Text Mining of Avicenna's Intellectual Education and the Discovery of Functional knowledge

Elham Samadi; Hasanali Bakhtiyar Nasrabadi; Zohreh Saadatmand

Volume 4, Issue 2 , March 2024, , Pages 1-12

  This research aims to analyze the intellectual education of Avicenna (Ibn Sina) and discover practical knowledge. The purpose of text mining in historical records is to identify relationships within existing data and extract knowledge from them. When the existing data are structured, it is easy to use ...  Read More

Intelligent agents
Exploring the Questions and Challenges of Artificial Intelligence Generative Models in Europe

Marco Scialdone; Maria Vittoria La Rosa

Volume 3, Issue 3 , July 2023

  The development and use of artificial intelligence (AI) systems are raising concerns among experts and intellectuals, including Elon Musk, Steve Wozniak, and Yuval Noah Harari. In a letter signed by multiple individuals from various fields, they call for a halt to the development of advanced AI systems, ...  Read More

Knowledge management
Organizational Embeddedness Model Based on Knowledge Application

Noorolla Majidian Dehkordi; Mohammadreza Dalvi Esfahan; Sayyed Rasool Aghadavood

Volume 3, Issue 3 , July 2023, , Pages 1-16

  This fundamental-applied research aims to design and test the organizational embeddedness model based on the knowledge application with a mixed approach using grounded theory (GT). In the qualitative section, data is derived from in-depth interviews conducted with 25 high-ranking and experienced managers ...  Read More

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

Ali Esmaili; Houshang Taghizadeh; Naser Faqhi Farhamand

Volume 4, Issue 2 , March 2024, , Pages 13-27

  This research aims to study the data-driven model of gas consumption management, with a focus on addressing unauthorized use through the analysis of information systems. Research was conducted using a metasynthesis approach and technique in the field of gas consumption management and mathematical programming ...  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

  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

Presenting the Knowledge Development Model of Future Managers Based on Talent Management

Hasan Asali; Sayyed Mohammad Reza Davoodi; Sayyed Hamid Reza Mirtavousi

Volume 3, Issue 2 , April 2023, , Pages 26-38

  This research aims to present a knowledge development model for future managers based on talent management with a grounded theory approach in the Iranian Social Security Organization (headquarters). This research is applied in terms of purpose and exploratory in terms of method. It uses a mixed methods ...  Read More

Big data
Presenting a Data-Driven Value Creation Model for Insurers with an Interpretive Structural Approach

Mona Abrofarakh; Kambiz Shahroodi; Seyed Muzafar Mirbargkar; Narges Delafrooz

Volume 3, Issue 3 , July 2023, , Pages 17-28

  This research aims to design a data-driven value-creation model for insurance policyholders. It uses a mixed methodology (qualitative-quantitative). The statistical population was university professors in insurance and marketing and senior managers of Iran's insurance industry, including Asia Insurance, ...  Read More

Big data
Big Data Application in Providing an Effective Model of in-Serving Training Knowledge Workers of the Municipality

Sadegh Tayebi; Alaedin Etemad Ahari; Fariba Hanifi

Volume 4, Issue 2 , March 2024, , Pages 28-39

  The research aims to apply big data in providing an effective model of education in serving the knowledge workers of the municipality. The research method was integrated research (quantitative and qualitative). The components and dimensions of the subject were examined in the form of documentary studies ...  Read More

The Future of Knowledge Workers Studies: A Scientometric Analysis of Research Based on Web of Science Database During 1938-2021

Mahshid Pourhossein; Mehdi Sabokro; Saeid Saeida Ardekani; Masood Charifi

Volume 3, Issue 2 , April 2023, , Pages 39-52

  This study aims to develop a comprehensive bibliometric overview of the publications on knowledge workers from the Web of Science database (WOS). The current research is of an applied type and has been carried out using scientometric methods and co-authorship and synonym analysis techniques. In this ...  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

  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
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

  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

Knowledge Extraction
Modeling Brand Resilience in Iran's Handwoven Carpet Industry Using Background Knowledge and Data Mining in Critical Conditions

Mohammad Hossein Rahmati; Farshid Namamian; Seyed Reza Hasani; Afshin Baghfalaki

Volume 4, Issue 2 , March 2024, , Pages 40-51

  Brand resilience knowledge helps companies maintain customer trust and strengthen relationships through proper planning and strategies. This research was conducted to model brand resilience in Iran's handwoven carpet industry using background knowledge and data mining in critical conditions. In brand ...  Read More

Knowledge management
Designing and Fitting the Knowledge-Enhancing Model in Effective Teaching with knowledge Management Aproach

Seyed Mohammad Hadi Hosseini Hesamabadi; Nader Shahamat; Reza Zarei; Moslem Salehi

Volume 4, Issue 1 , December 2023, , Pages 52-64

  The current research aimed to design and fit the knowledge-enhancing model of effective teaching. knowledge-enhancing in teaching, as a condition of "life, durability and survival", displays the dynamic spirit of education and is created in three pyramid heads (students, parents, and teachers). The research ...  Read More

Providing an Organizational Vitality Model Based on Human Resources Information Management

Taimour JafarianDehkordi; Mohammadreza Dalvi Esfahan; Saeed Aghasi

Volume 3, Issue 2 , April 2023, , Pages 53-66

  The purpose of this research was to present an organizational vitality model based on information management and human resource data. Human resource information management is a process that seeks to increase organizational capability through the organization's employees, which is considered one of the ...  Read More

Knowledge Extraction
Taking the Long View of Cluster Ecosystem Model Case study: Iranian Native Search Engine

Sahar Kousari; Alireza Yari

Volume 3, Issue 3 , July 2023, , Pages 45-63

  Innovation and economic growth is mainly formed by a unique combination of the companies that are interconnected in the field of knowledge and process. Such connections can be based on different goals among the service provider companies while two common methods for this objective include the cluster ...  Read More

Knowledge management
Designing a Data-Driven Model of Mobile Marketing in Iran with an Emphasis on Decision-Making Information of Purchasing Behavior

Alireza Mandegari; Sina Nematizadeh; Abbas Heidari

Volume 4, Issue 2 , March 2024, , Pages 52-69

  Due to the increasing exchange of information and data through the use of cell phones, this research aims to design a data-driven model of mobile marketing in Iran. The focus is on decision-making information related to purchasing behavior. By studying customers' decision-making information, businesses ...  Read More

Knowledge Extraction
The Application of Knowledge Extraction in Business Classification to Identify Key Players

Ali Zare Abarghouei; Mohammad Reza Dalvi; Zahra Dashtlaali

Volume 4, Issue 1 , December 2023, , Pages 65-78

  The current research was conducted to apply knowledge extraction in the classification of jobs to identify the key role players using a mixed method (qualitative and sufficient data). The application of expert systems or decision support systems based on organizational data is increasing in the selection ...  Read More

Designing a Knowledge Dissemination System to Help Develop Secondary School Principals' Professional Skills

Hasan Najafi; Muslim Qabadian; Ebrahim Pour Hosseini

Volume 3, Issue 2 , April 2023, , Pages 78-89

  This research aims to provide a knowledge dissemination system for the development of the professional skills of managers. This research was a mixed strategy of sequential exploratory type. The research method was a case study in the qualitative part and a descriptive survey in the quantitative part. ...  Read More

Knowledge Extraction
Metacognitive Knowledge Raising Via Explicit Reading Strategy Instruction in Flipped Instructional Environment: A Mixed-Method Study Focusing on EFL Learners' Reading Skill Development

Zahra Sadat Hadj Seyed Hossein Khani Taher Kermani; Neda Fatehi Rad; Valeh Jalali

Volume 3, Issue 3 , July 2023, , Pages 64-78

  Research in second language learning has identified the absence of metacognition awareness among learners as one of the major problems contributing to students' inability to develop reading skills. This mixed-method study sought to investigate the impact of metacognitive awareness raising via explicit ...  Read More

Knowledge management
The study Strategic Unlearning Model of Sharing Knowledge in Iran

Abdolhamid Sharafi; Malike Beheshtifar; Mohamad Ziaaddini

Volume 4, Issue 2 , March 2024, , Pages 70-91

  The main purpose of this study is to develop a model of strategic unlearning of sharing knowledge in Iranian state-owned banks. This qualitative study is developmental in terms of purpose. In the first part of this research, the content related to the concepts of unlearning and strategy were extracted ...  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

  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

Knowledge Processing in Educational Organizations Based on Jihadi Management Approach

Sakineh Bakhtiari; Shahram Ranjdoost; Ghafar Tari

Volume 3, Issue 2 , April 2023, , Pages 67-77

  This research aims to process knowledge in educational organizations based on the jihadi management approach. Knowledge is a common subject in management, organization science, and economics, which is given special importance in Jihadi economic and managerial subjects. In the research, a mixed method ...  Read More

Knowledge Extraction
Presenting a Knowledge-Based Multi-Level Model for the Evaluation of Human Resource Management in the Automotive Industry

Ali Asghar Rajabi; Asadollah Mehrara; Mehrdad Matani

Volume 3, Issue 3 , July 2023, , Pages 79-92

  This research aimed to provide a model for evaluating human resources management in the automotive industry. This applied research was conducted with an exploratory and mixed nature (qualitative-quantitative) using the seven-step hybrid method of Sandelowski and Barroso (2007). Furthermore, to enrich ...  Read More