Fateme Rahimi; mohammad vahid sebt; nasim ghanbar tehrani
Abstract
In today's competitive world, applying new techniques to business development has a great impact. The restaurant industry is no exception. Therefore, in this research, using new methods of knowledge discovery and data mining, customer data of chain restaurant is investigated. The purpose of this study ...
Read More
In today's competitive world, applying new techniques to business development has a great impact. The restaurant industry is no exception. Therefore, in this research, using new methods of knowledge discovery and data mining, customer data of chain restaurant is investigated. The purpose of this study was to explore customer behavior patterns using data mining methods.In this study, one million and five hundred thousand customer records were reviewed in five branches of a chain restaurant and two stages of clustering modeling using RFM method and then classification modeling were performed on the data and the behavior rules chain restaurant customers were extracted. The results of this study have helped to identify the loyal and profitable customers of the chain restaurant which has led to the improvement of the profitability of the chain restaurant. One of the innovations of this research has been the communication between clustering and classification results.
Zohreh Dehdashti Shahrokh; Mahmoud Mohammadian Mahmoudi Tabar; Masoud Keimasi; Ali Asghar Sajedifar
Abstract
Rapid developments of the internet and the increasing growth of social media have provided new opportunities for today's businesses. Using these media, organizations can build up deep and lasting relationships with their customers. Moreover by engaging customers with their brand, they can create positive ...
Read More
Rapid developments of the internet and the increasing growth of social media have provided new opportunities for today's businesses. Using these media, organizations can build up deep and lasting relationships with their customers. Moreover by engaging customers with their brand, they can create positive outcomes for themselves, customers and society. Accordingly, this study seeks to identify Antecedents, dimensions, and consequences of customers brand engagement in social media in the banking industry. In order to achieve the goal, In-depth interviews were conducted with customers who following one or more banks on social media, and data analysis was performed by using content analysis method. The results of the research were presented in a research model consisting of three divisions of Antecedents (individual, organizational and media), consequences (individual, organizational and social) and dimensions of customers brand engagement. Finally this study provided suggestions to use these media to engage customers.
Leila Ebrahimi; Vahid Reza Mirabi; Mohammad Hossein Ranjbar; Esmaeil Hassan Pour
Abstract
The main objective of this research is to provide a customer loyalty model for e-commerce recommender systems. The proposed model is developed using Delone and McLean Information System success model and a set of factors which are identified from the literature. To test the research hypotheses of the ...
Read More
The main objective of this research is to provide a customer loyalty model for e-commerce recommender systems. The proposed model is developed using Delone and McLean Information System success model and a set of factors which are identified from the literature. To test the research hypotheses of the developed model, a questionnaire survey is conducted and the data is collected from the 384 customers in a B2C website. We used SPSS and SmartPLS software for descriptive statistics and path analyses and to verify the proposed model. The result of the Structural Equations Modeling showed that trust has a significant relationship with the customers’ satisfaction in the e-commerce recommendation systems. In addition, the results revealed that satisfaction with the recommended products can improve the customers’ loyalty in the B2C recommendation systems. The proposed model will help the e-commerce managers to improve their website recommendation systems and increase the sale of the products by achieving the customers’ loyalty in the online shopping websites.
Masoud Simkhah; Elaheh Mohamadkhani
Abstract
In today’s competitive markets, companies are increasingly using online brand communities as marketing tools. In order to maintain loyal customers, companies are trying to co-create values between themselves and in particular their customers in these communities. The purpose of this survey is to ...
Read More
In today’s competitive markets, companies are increasingly using online brand communities as marketing tools. In order to maintain loyal customers, companies are trying to co-create values between themselves and in particular their customers in these communities. The purpose of this survey is to explain the mediating role of online brand community commitment in the relationship between online brand community value co-creation and brand loyalty. The statistical population consisted of brand customers of social network members. Using simple random sampling technique, 392 people were selected. The electronic questionnaires were analyzed by AMOS and SPSS. The results showed that online brand community value co-creation had a significant effect on brand loyalty with a partial mediation of online brand community commitment and 21.1% of the total effect was explained by the mediating variable. Also, online brand community commitment had a significant effect on brand loyalty. However, the effects of the mediating variable on brand commitment and brand quality were not confirmed. In today’s competitive markets, companies are increasingly using online brand communities as marketing tools. In order to maintain loyal customers, companies are trying to co-create values between themselves and in particular their customers in these communities. The purpose of this survey is to explain the mediating role of online brand community commitment in the relationship between online brand community value co-creation and brand loyalty. The statistical population consisted of brand customers of social network members. Using simple random sampling technique, 392 people were selected. The electronic questionnaires were analyzed by AMOS and SPSS. The results showed that online brand community value co-creation had a significant effect on brand loyalty with a partial mediation of online brand community commitment and 21.1% of the total effect was explained by the mediating variable. Also, online brand community commitment had a significant effect on brand loyalty. However, the effects of the mediating variable on brand commitment and brand quality were not confirmed.
Alireza Hasan Zadeh; Amir Khorasani
Abstract
Nowadays, the importance of studies in customers’ behavior and attitude has been proved. Customer loyalty and its influencing factors in the world of e-commerce are being evaluated from different point of view. Nevertheless, little awareness of e-commerce factors from customers or service providers ...
Read More
Nowadays, the importance of studies in customers’ behavior and attitude has been proved. Customer loyalty and its influencing factors in the world of e-commerce are being evaluated from different point of view. Nevertheless, little awareness of e-commerce factors from customers or service providers is a major barrier to the adoption of this business in Iran. On the other hand, the frequent use of vague terms such as "High quality websites" which does not have accurate and standard meanings between different people is another problem in understanding the factors affecting electronic loyalty. In this research, firstly factors influencing e-loyalty was studied and then fuzzy inference engine was designed using fuzzy logic and fuzzy rules were extracted. Comparing the rules with 2 websites as a real-world example showed the correctness of the proposed rules. The results showed that in the field of customer loyalty, it is necessary to consider the principles and concepts of Herzberg Health and Motivation theory in order to adopt the correct strategy in electronic business management.
