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Number of pages: 120 Category: Computer Engineering

Master's Thesis in Computer Engineering - Software Orientation Abstract Clustering can be considered one of the most important steps in data analysis. Many clustering methods have been developed and presented so far. One of these methods that has been studied in recent studies is consensus clustering method. The goal of consensus clustering is to combine several initial ...

Number of pages: 46 Category: Computer Engineering

Dissertation for Master's Degree in Computer Engineering - Artificial Intelligence Abstract Data clustering is a method for classifying similar data, which has been used for many years in various sciences and many algorithms have been designed in this field. Recent clustering research leads to hybrid methods that are more robust and accurate. Hybrid clustering tries to first ...

Number of pages: 119 Category: Geography - Urban Planning

Master's Thesis in Urban Affairs Management Abstract Municipality is one of the most key organizations that plays an important role in providing urban services to citizens. By applying the knowledge of information technology and telecommunication systems as well as the ability of internal and experienced specialists in urban management, this organization has created a system ...

Number of pages: 97 Category: Geography - Urban Planning

Dissertation for M.Sc degree in natural geography-geomorphology in environmental planning. Abstract The city expands in the geographical environment not based on capacity and facilities but on the basis of urgency and necessity. This issue is very noticeable in today's cities. It is noteworthy that the city must be in harmony with its natural location and it is essential that ...

Number of pages: 102 Category: Industrial Engineering

Master's thesis in the field of automation engineering and precision instruments, abstract presenting a new method in information clustering using a combination of bat algorithm and Fuzzy c-means. The similarity between data within each cluster is maximum and the similarity between data within different clusters is minimum. Fuzzy c-means is also a fuzzy clustering technique that ...

Number of pages: 105 Category: Computer Engineering

A master's thesis in the field of computer-software engineering. Software vulnerabilities can lead to financial and information losses. Due to the limited financial and human resources, prioritizing the damages is very important. Before this research, a large number of researchers have classified vulnerabilities based on empirical and statistical knowledge. However, the variable ...

Number of pages: 103 Category: Industrial Engineering

Master's thesis in the field of automation engineering and instrumentation, abstract presenting a new method in information clustering using a combination of bat algorithm and Fuzzy c-means. The similarity between data within each cluster is maximum and the similarity between data within different clusters is minimum. Fuzzy c-means is also a fuzzy clustering technique that ...

Number of pages: 147 Category: Educational Sciences

Master's Thesis in (Educational Sciences-Management and Educational Planning) May 2014 Abstract The purpose of the present research is to evaluate the curriculum of Farhangian University campuses in Sistan province

Number of pages: 170 Category: Management

Dissertation for receiving Master's Degree (M.A.) Orientation: Business Management Summer 2019 Abstract Undoubtedly, organizational knowledge management in today's knowledge-oriented world is the key to success and pioneering. Rapid changes, relocation

Number of pages: 121 Category: Geography - Urban Planning

Dissertation for obtaining a master's degree M. A) Field: Geography and Urban Planning Chapter 1 (Research Plan) 1-1- Introduction The establishment of any urban element in a specific physical-spatial location of the city is subject to specific principles and rules and mechanisms (mechanisms) which, if followed, will lead to the success and functional efficiency of that element ...

Number of pages: 150 Category: Social Sciences - Sociology

Master's Thesis in Social Communication Sciences Abstract In today's era, when information-based communication has penetrated geographical boundaries and has marked tremendous changes in the global arena, the media as a useful tool can help the people of the 21st century to achieve a desired, ideal and fruitful life by using the latest scientific achievements; In addition, if ...

Number of pages: 147 Category: Educational Sciences

Master's thesis in the field of educational sciences, orientation, abstract, the purpose of this research was to examine the relationship between the use of information technology and the expansion of equal educational opportunities in Mazandaran province, which was carried out in a survey way. The statistical population consisted of all the employees of the education ...

Number of pages: 74 Category: Social Sciences - Sociology

Master's Thesis in Sociology Abstract: The purpose of the research: The present research has been investigated with the aim of knowing the relationship between social influencing factors on the economic participation of working women in cultural institutions. In this research, the influential components of social factors have been discussed. Then, the relationship of each ...

Number of pages: 159 Category: Librarianship

Master's Thesis in Accounting Abstract: The strength and credibility of financial and credit institutions is the money that depositors have deposited in them, and the progress and survival of each of the mentioned institutions depends on the share of the total market resources, and increasing the share of the market resources requires continuous effort and a strong, ...

Number of pages: 114 Category: Management

Dissertation for the Master's Degree in Business Administration, Orientation: International. Abstract The purpose of this research is the impact of service customization on the satisfaction, trust and loyalty of customers of Bank Melli branches in Langrod city. The statistical population of the research consists of all the customers of Bank Melli branches in Langrod city. Based ...

Number of pages: 207 Category: Management

Dissertation for the master's degree in business management (international marketing orientation), the abstract of the social responsibility of the organization deals with the relationship between the organization and the society, and specifically, this concept examines the effects of the activities of the companies on the people of the society. The purpose of the current ...

Number of pages: 160 Category: Management

Master's Thesis Field: Public Administration Major: Human Resources Abstract The purpose of this research is to investigate the effect of organizational justice on the organizational commitment of Refah Bank employees in Khuzestan province. The independent variable of this research is organizational justice. In this research, the three-dimensional model of Alavi and Abbasi 2012 ...

Number of pages: 118 Category: Management

Dissertation for obtaining a master's degree in human resources. Abstract The general purpose of this research is to examine the relationship between servant leadership and trust in the leader. The research method is descriptive and its purpose is practical, and the method of collecting data is field and the instrument is a questionnaire. In the current research, the statistical ...

Number of pages: 85 Category: Computer Engineering

Dissertation for M.Sc. Abstract In this thesis, we have presented a new method in network processing with Ant algorithm. The model we used in the network space is a continuous two-way auction. Due to their simplicity and dynamics, these models are used in many algorithms used to control resources and schedule tasks. Many of these models have weaknesses in their response time ...

Number of pages: 104 Category: Computer Engineering

Master's Thesis of Computer Engineering - Computer Architecture Abstract With the advancement of electronic device manufacturing technology and the cost-effectiveness of large-scale sensor networks, wireless sensor networks provide research fields with rapid growth and great interest, which have attracted a lot of attention in recent years. Large-scale wireless sensor networks ...

Number of pages: 61 Category: Computer Engineering

Dissertation for Master's Degree (M.S.c) Field: Computer Orientation: Software Abstract Today, the use of botnets as a tool for criminal activities with a large scope in computer networks against large targets such as a country has greatly increased. Bot is a distributed environment that is used for various attacks with a large volume. For this reason, the detection of this type ...

Number of pages: 96 Category: Electronic Engineering

Master's Thesis in Electronics Abstract Nowadays, according to the advantages of wireless sensor networks, which are simple and cheap implementation, low power consumption and high scalability, they are used in many applications. Designing sustainable wireless sensor networks is a very challenging issue. Sensors with limited energy are expected to operate automatically for a ...

Number of pages: 89 Category: Computer Engineering

Dissertation for Master's Degree in Computer Engineering - Artificial Intelligence Abstract Image segmentation is a basic process in many applications of image processing and machine vision, which can be considered as the first low-level processing step in digital image processing. Image segmentation has various applications such as medical image processing, face recognition, ...

Number of pages: 100 Category: Computer Engineering

Master's thesis in the field of computer - software engineering. Abstract: The review of car insurance information has shown that factors such as the type of car used, having a driver's license, the type of license and its compatibility or non-compatibility with the vehicle, the amount of the insurance premium, the amount of insurance policy obligations, the quality of the car ...

Number of pages: 138 Category: Electronic Engineering

Master's thesis in telecommunications-systems, the abstract of the current research is about the issue of scalability in wireless sensor networks with imaging capability, which has analyzed, mathematically modeled and simulated the scalability by considering a relatively practical scenario of the sensor network, and based on the performance criteria of outage capacity and ...

Number of pages: 80 Category: Computer Engineering

Dissertation for Master's Degree in Artificial Intelligence Abstract One of the most complex tasks in digital image processing is image segmentation. Due to increasing attention to this technique by researchers and turning it into a vital role, it is used in many practical fields such as medical applications. Today, in modern dentistry, techniques based on the use of computers, ...

Number of pages: 116 Category: Computer Engineering

Dissertation for receiving a master's degree in computer science (M.Sc), software orientation. Abstract Considering the future of cloud computing and the expansion of its applications and the benefits of this technology, there are always challenges for users, one of the most important and controversial of these challenges is privacy protection. Considering the storage of private ...

Number of pages: 110 Category: Computer Engineering

Dissertation for M.Sc degree: Software Abstract One of the challenges in the field of sensor networks is how to route and collect information from network nodes. Since these networks are limited in terms of energy and processing resources, they need special methods for routing and transmitting information that have low energy consumption. To make the issue clearer, in ...

Number of pages: 79 Category: Computer Engineering

Master's Thesis Field: Computer Engineering Major: Software Abstract Expensiveness of information is a major problem in the current web. To deal with this problem, web personalization systems have been provided that adapt the content and services of a website to people based on their interests and browsing behavior. A fundamental component of any web personalization system is ...

Number of pages: 117 Category: Electronic Engineering

Electronics Department of Master's Thesis Abstract: Speaker identification is one of the topics discussed in speech processing. Speaker identification is the process of identifying who is really speaking and when using the speech signal. The goal is to design a system that can identify the change in the speaker and tag each speaker's speech for the system. It means to specify ...

Number of pages: 120 Category: Electronic Engineering

Field of study: Electricity, specialization: Telecommunication. Dissertation Abstract In this thesis, the problems of multi-objective and multi-sensor tracking are investigated using the rule of random particle collection. The regression probability density hypothesis (PHD) is implemented dynamically. This dynamic mode is performed by combining the transfer bias value with the ...

Number of pages: 124 Category: Management

Dissertation for receiving the Master's degree (M.A) in Public Administration-Transformation. Abstract In this research, while stating the importance and necessity of conducting the research, the general introduction of the research topic was discussed. In the second chapter, the definitions and constituent elements of each of the concepts were first mentioned, and finally, the ...

Number of pages: 97 Category: Physical Education - Sports

Abstract: In electromyography studies, it is generally accepted to normalize the signals so that they can be compared and interpreted. But due to the lack of a standard method for normalization, there are many differences in the normalization method. These differences are related to the reference signal measurement method. The purpose of this study is to compare the reliability ...

Number of pages: 103 Category: Physical Education - Sports

Sports Pathology and Corrective Movements Master's Thesis Abstract The main purpose of this research was to investigate the relationship between anthropometric dimensions and structural profile with sports injuries of elite runners. The statistical population of the present study was all the runners who participated in the beginning of the country's championship season ...

Number of pages: 97 Category: Management

Dissertation for Master's degree (M.A.) Major: Sports Management Abstract The purpose of this research is the relationship between organizational culture and creativity of physical education teachers in Kohgiluyeh and Lande cities. The statistical population of the research is 105 people who were selected as a statistical sample using Cochran's 83 formula in the form of simple ...

Number of pages: 107 Category: Biology - Environment

Dissertation for M.Sc. Chemical Engineering-Environmental Engineering Abstract: Microbiological fuel cells (MFC) are considered as one of the important potentials in providing clean and renewable energy in the future. In addition to providing electrical energy, which is the most widely used and flexible among other types of energy, MFCs not only do not cause the slightest ...

Number of pages: 88 Category: Paramedical

Dissertation to receive a master's degree in special care nursing. Introduction: Hospitals need creative and innovative nurses in order to improve the quantity and quality of care, increase competition and efficiency, and reduce costs. The need for such nurses in special departments that provide complex and unique care to seriously ill patients is felt more. The present study ...

Number of pages: 118 Category: Electrical Engineering

The abstract of the current research is about the issue of scalability in wireless sensor networks with imaging capability, which has analyzed, mathematically modeled and simulated the scalability by considering a relatively practical scenario of the sensor network, and based on the performance criteria of outage capacity and ergodic capacity of the network. Scalability is ...

Number of pages: 118 Category: Electronic Engineering

Electronics Department of Master's Thesis Abstract: Speaker identification is one of the topics discussed in speech processing. Speaker identification is the process of identifying who is really speaking and when using the speech signal. The goal is to design a system that can identify the change in the speaker and tag each speaker's speech for the system. It means to specify ...

Number of pages: 138 Category: Electrical Engineering

Dissertation for Master's Degree in Electrical Engineering, Electronics Orientation Abstract: Wireless sensor networks consist of a large number of small sensor nodes, which have limitations in energy level, bandwidth, processing power, and memory. Therefore, routing, clustering, reducing energy consumption, and increasing network life are the main challenges of routing in ...

Number of pages: 133 Category: Industrial Engineering

Thesis for obtaining a master's degree in industrial engineering, Fall 2012 Abstract During the past years, many efforts have been made to reduce the cost of transportation by using different models.

Number of pages: 169 Category: Management

Dissertation for obtaining a master's degree (M.A. public management, human resources orientation) Abstract In today's changing and complex conditions that govern the administrative, economic and social environment, one of the factors that can help increase efficiency, effectiveness and client satisfaction in the public sector is productivity. For this reason, in this research, ...

Number of pages: 68 Category: Computer Engineering

Dissertation for obtaining a master's degree in the computer field, software orientation. Abstract The increasing use of wireless sensor networks in human life shows the great importance of this technology. Energy limitation in the constituent elements of wireless sensor networks, which are sensor nodes, has always been considered as the most important challenge facing this ...

Number of pages: 178 Category: Geography - Urban Planning

Dissertation for M.Sc Master's Degree in Remote Sensing and Geographical Information System - Water and Soil Resources Abstract: Urban heat islands are areas of the earth's surface that have a higher temperature than neighboring areas. The spread of this phenomenon varies in space and time. The creation of thermal islands and its spatial and temporal changes are mostly ...

Number of pages: 85 Category: Computer Engineering

Computer Engineering Master's Thesis Abstract Web development that lacks an integrated structure creates many problems for users. Not finding the information needed by users in this huge warehouse is one of the problems of web users. In order to deal with these problems, web personalization systems have been provided, which by finding the behavior patterns of users without their ...

Number of pages: 75 Category: Computer Engineering

Dissertation for M.Sc Computer Engineering - Software Abstract: The rapid growth in demand for computing power has led computing to move towards a cloud computing model based on massive virtualized data centers. Cloud computing allows users to provide computing resources efficiently and dynamically to meet their needs. The use of these resources certainly requires payment by the ...

Number of pages: 132 Category: Computer Engineering

Master's Thesis in Computer Engineering (Artificial Intelligence) Abstract Extracting useful patterns from data sets is one of the challenging topics in data mining. On the other hand, in high-dimensional data, extracting a small set of emerging patterns with strong predictive ability is one of the important issues in creating a classifier based on emerging patterns. In the real ...

Number of pages: 207 Category: Computer Engineering

Master's Thesis in Computer-Software (M.Sc) Abstract The quality of service in wireless sensor networks is very different compared to traditional networks. Some of the parameters that are used in evaluating the quality of service in these networks are: network coverage, optimal number of active nodes in the network, network lifetime and energy consumption. In this thesis, three ...

Number of pages: 80 Category: Physical Education - Sports

Thesis for obtaining a master's degree in the field of physical education and sports science, majoring in sports physiology. Objective abstract: The purpose of this study was to investigate the effect of post-activity strengthening training program (PAP) on physical indicators and the 100-meter freestyle record of 10- to 14-year-old female swimmers. Method: For this purpose, 24 ...

Number of pages: 65 Category: Agricultural Engineering

Thesis for obtaining a master's degree, field: agricultural engineering, major: agricultural management. Abstract The purpose of this research is to investigate the factors influencing the willingness of urban households in Gilan to pay for organic rice. The current research is applied and descriptive, correlational and field method using a questionnaire. The statistical ...

Number of pages: 82 Category: Electrical Engineering

Master's Thesis in Electrical Engineering (M. Sc.) Power Orientation Abstract - Nowadays, due to environmental and economic reasons, the trend of using renewable energies, especially wind turbines, to produce electricity has increased in different countries of the world. On the other hand, the production power of wind turbines depends on the wind speed, and due to the ...

Number of pages: 135 Category: Civil Engineering

Thesis for obtaining a master's degree in the field of civil engineering, oriented towards soil and foundation mechanics, Shahrivar   2013 Abstract Dams are always considered as infrastructure structures

Number of pages: 104 Category: Agricultural Engineering

Master's Thesis in (Agricultural Economics Engineering) Winter 2013 Abstract: Drought is one of the major problems that Kerman province is facing. And in the last decade, it has gained critical dimensions

Number of pages: 124 Category: Industrial Engineering

Dissertation for Master's Degree in Industrial Engineering, Mehr 2011, Identifying the value[1] of customers, one of the main components of success in the store. There are different types that are more attention today than before

Number of pages: 193 Category: Management

Master's Thesis in Management (Industrial Orientation) Summer 2019 Abstract Data envelopment analysis models have long been used by experts to measure, compare and improve efficiency. with door

Number of pages: 155 Category: Industrial Engineering

1- General 1- 1- Introduction Quality can be defined in different ways, most people only have a conceptual understanding of quality, or in other words, an understanding of one or more specific features in a product or service. Conceptual understanding of a point

Number of pages: 112 Category: Biology - Environment

Thesis for obtaining a master's degree in environmental economics, Shahrivar 2019 Abstract: In this research, the relationship between gross domestic product, energy intensity, population, urbanization rate and Co gas emission rate

Number of pages: 122 Category: Management

Dissertation for Master's Degree (M.A.) Summary Insurance sales network is one of the most important parts of insurance companies, because on one hand it provides the income from insurance operations through the sale of insurance products and receiving the relevant insurance premiums, and on the other hand, this unit is in close contact with customers, and how this unit ...

Number of pages: 133 Category: Management

Thesis for obtaining a master's degree, field: business management, orientation: internal. Abstract: The performance evaluation system of different organizational units is one of the main pillars of the planning process in order to improve activities. Designing and managing the measurement and evaluation system is one of the main concerns of strategic planning of companies. ...

Number of pages: 82 Category: Geography - Urban Planning

Dissertation for receiving a master's degree (M.A) in the field of geography and climatology in environmental planning. Abstract Due to the significant role of snow cover in the hydrological cycle, it seems necessary to investigate the characteristics of snow cover (snow cover level) with a high spatial and temporal resolution. The measurement of this parameter is generally done ...

Number of pages: 104 Category: Tourism - Tourism

Dissertation for Master's Degree in Tourism Management (M.A.) Major: Planning and Development Abstract: Introduction: The increasing growth and expansion of information and communication technology in today's era has caused various economic and industrial sectors to be affected by it. The tourism industry as a dynamic and growing industry has been able to gain a favorable ...

Number of pages: 95 Category: Computer Engineering

Master's thesis in computer engineering, software orientation, Abstract In today's society, due to the progress of medical science, the amount of medical data is increasing rapidly. For faster and more efficient analysis of these data, we need electronic storage of these data. The data related to genetic diseases are also considered from this category of data. Considering this ...

Number of pages: 105 Category: Management

Thesis for obtaining a master's degree in the field: business management, orientation: financial management. Abstract In today's world, due to the increasing speed of science and knowledge, organizations are forced to use communication technology to adapt to the changing environmental conditions, and in this direction, they must invest. With the entry of a telecommunication ...

Number of pages: 120 Category: Computer Engineering

Master's Thesis of Faculty of Technology and Engineering, Computer Department Abstract: The issue of concurrency control in databases is a necessary and important issue. Asynchronous execution of transactions in a database management system may lead to inconsistencies. Inconsistency is caused by incorrect values ??for existing data, due to conflict and interference of ...

Number of pages: 104 Category: Computer Engineering

Master's Thesis in Computer Engineering Major: Software Abstract: Cloud processing and cloud environment and cloud databases are the place to store information on the web and the best solution should be used to increase their security. Our problem here is the classification of confidential and top-secret data and then their encryption for storage in the cloud. For this, speed ...

Number of pages: 81 Category: Computer Engineering

Dissertation of the master's course in computer engineering, software orientation. Abstract The necessity of increasing use of distributed data in computer networks is clear to everyone. A large number of computing and storage resources are placed together and form the grid. In recent years, grid technology has grown significantly, so that it has been used in most scientific ...

Number of pages: 112 Category: Management

Master's Thesis of Business Administration-Marketing Faculty of Management Abstract: One of the main concerns of organizations is choosing a suitable distribution channel with high efficiency, which is one of the basic problems of most factories due to the diversity of distribution channels. Based on the increasing progress of technology and the creation of new competitors for ...

Number of pages: 119 Category: Computer Engineering

Master's Thesis of Computer-Software Engineering (M.Sc) Abstract In the age of information, the web has become one of the most powerful and fastest means of communication and interaction between people. Search engines as web applications automatically navigate the web and receive a set of available documents. The process of receiving, storing, classifying and indexing is done ...

Number of pages: 192 Category: Civil Engineering

Dissertation for Master's Degree in Civil Engineering - Marine Structures Abstract In this research, while using the results of SPT and CPT tests carried out in 4 different points of the Shahid Rajai Port Development Project site and using the methods of Seyed Idris and Robertson Ride, the liquefaction potential of the region is evaluated. Such an agent

Number of pages: 95 Category: Computer Engineering

Master's thesis (M.sc) Abstract: Nowadays, spam [1] is one of the main problems of search engines, because they make the quality of search results unfavorable. In recent years, there have been many advances in detecting fake pages, but new spamming techniques have also emerged in response. It is necessary to improve anti-spam techniques to overcome these attacks. A common ...

Number of pages: 210 Category: Electronic Engineering

Faculty of Electrical Engineering and Computers Electrical Engineering Doctoral Dissertation Abstract: The purpose of this thesis is to improve the performance of optimal rate allocation algorithms based on the utility function in data networks. The optimal rate allocation algorithm based on the utility function was first proposed by Dr. Golestani. Then Kelly showed that the ...

Number of pages: 126 Category: Chemical - Petrochemical Engineering

Master's thesis in the field of chemical engineering (gas engineering trend) in recent years, many horizontal wells have been drilled around the world. The main reason is the ability to increase the level of the tank in contact with the well, which increases the utilization of the well. Well testing is used to identify the models of hydrocarbon reservoirs and to identify their ...

Number of pages: 136 Category: Civil Engineering

Dissertation for Master's Degree in Civil Engineering, Soil Mechanics and Foundation Abstract: Dams are always considered as infrastructure structures and have vital value. In the past, dams were mainly built for the purposes of providing drinking water and irrigation of agricultural fields, but today, due to the need for hydroelectric energy and other purposes, it has been ...

Number of pages: 95 Category: Electronic Engineering

Master's Thesis in Telecommunication Electrical Engineering- LFSR-based scrambler parameter blind detection system in digital data In digital telecommunication systems, linear scramblers are used both for simple encryption and for breaking a large sequence of identical bits. The bit sequence issue, i.e. a large number of 0's and 1's in a row, usually leads to synchronization ...

Number of pages: 88 Category: Management

Department of Business Management Thesis for Master's degree (M.A.) Abstract Today, all managers in all organizations want to make optimal use of the facilities and capacities available in different departments. Therefore, the existence of a model to provide feedback in order to improve various branches of organizations and to obtain a tool to meet the needs of managers seems ...

Number of pages: 94 Category: Electrical Engineering

Master's Thesis in Telecommunication Electrical Engineering- LFSR-based scrambler parameter blind detection system in digital data by Zahra Zakeri In digital telecommunication systems, linear scramblers are used both for simple encryption and for breaking a large sequence of identical bits. The bit sequence issue, i.e. a large number of 0's and 1's in a row, usually leads to ...

Number of pages: 99 Category: Facilities - Mechanics

Dissertation for the degree of Master of Mechatronics M.SC. Abstract: The subject of this research is the design and simulation of data integration in a radar network that has overlapping. Data fusion means combining the output data of dissimilar radar sensors that are different in terms of accuracy in ranging and angle measurement. These sensors are installed in a row in front ...

Number of pages: 76 Category: Electrical Engineering

Master's degree in electrical engineering, control orientation, electrical engineering, control orientation, abstract. Today, chemistry and oil and gas extraction and refining is one of the most important economic and productive support points of countries. One of the most common processes in refineries is the separation of chemicals. This is done using separator towers. The ...

Number of pages: 205 Category: Electrical Engineering

Electrical Engineering Doctoral Dissertation Abstract: The purpose of this thesis is to improve the performance of optimal rate allocation algorithms based on the utility function in data networks. The optimal rate allocation algorithm based on the utility function was first proposed by Dr. Golestani. Then Kelly showed that the problem of optimal rate allocation can be converted ...

Number of pages: 178 Category: Management

Abstract Service quality has been considered in all service industries as a basic issue for competitiveness in the market. The purpose of this research is to evaluate service quality with the approach of failure analysis and its effects and fuzzy data overlay analysis that identifies service quality failure items. The statistical population in this research includes the managers ...