scholarly journals Artificial Intelligence for Governance in India: Prioritizing the Challenges using Analytic Hierarchy Process (AHP)

2019 ◽  
Vol 8 (2) ◽  
pp. 3756-3762
Keyword(s):  
Artificial Intelligence ◽  
Analytic Hierarchy Process ◽  
Primary Data ◽  
Government Officials ◽  
Ethical Considerations ◽  
Analytic Hierarchy ◽  
Use Of Data ◽  
Convenience Sampling ◽  
Hierarchy Process ◽  
And Storage

The aim of the present study is to find the relative importance of related challenges of implementing artificial intelligence (AI) in governance within the context of India. Eight sub-dimensions of challenges categorized under three main dimensions are considered for prioritization. The analytic hierarchy process (AHP) methodology is employed to prioritize the challenges. The primary data pertaining to pair-wise comparisons of various factors and sub-factors has been obtained from 170 government officials by using convenience sampling. The results indicate that concerns related to data security, acquisition and storage are the major challenges in implementing AI assisted governance. Additionally, ethical considerations related to unethical use of data and lack of trust are other challenges which may act as barriers in diffusing AI in governance.

scholarly journals Prioritizing of Criteria in Teacher-Candidate Selection Process by Analytic Hierarchy Process

2013 ◽  
Author(s):  
Maznah Mat Kasim ◽  
Razamin Ramli ◽  
Haslinda Ibrahim ◽  
Mohd Izam Ghazali ◽  
Fazillah Mohmad Kamal ◽  
...  
Keyword(s):  
Analytic Hierarchy Process ◽  
Communication Skills ◽  
Teacher Selection ◽  
Selection Process ◽  
Teacher Candidate ◽  
Candidate Selection ◽  
Primary Data ◽  
Secondary Source ◽  
Analytic Hierarchy ◽  
Hierarchy Process

This paper reviews and identifies the criteria used in the teacher-candidate selection process. The identified main criteria and sub-criteria were prioritized according to their importance by a group of experts. The literature was the source of the criteria and twelve experts who have experience in teacher-selection process were asked to justify the criteria obtained from the secondary source. Furthermore, these experts evaluated the relative importance of the identified criteria in a pair-wise manner. Their judgments were analysed by a multi-criteria method, known as the Analytic Hierarchy Process.   Three main criteria were identified which consisted of ‘content of knowledge’, ‘communication skills’ and ‘personality’, while each of these three main criteria had four, six and eight sub-criteria respectively. The degree of importance which is known as weights of these criteria were also calculated where those criteria which receive higher values are considered to be more important. Generally, the results of the analysis show that ‘communication skills’ and ‘personality’ are the most and second-most important criteria respectively, followed by ‘content of knowledge’ in the third position. The analysis of the importance of the sub-criteria of these three main criteria is also included.   These criteria and the weights can be used later in the development of the teacher-selection model. Both secondary data and primary data were used in this research. All the experts or the respondents have experience in the selection process where 40% of them have more than six years’ experience.   Keywords: Analytic Hierarchy Process (AHP), importance, multi-criteria, selection, teacher, weights.

scholarly journals PRIORITAS MASALAH DAN SOLUSI DALAM PROSES PEMBELAJARAN MAHASISWA PROGRAM STUDI AKUNTANSI

2019 ◽  
Vol 5 (1) ◽  
pp. 1-14
Author(s):  
Yohana Ayu Rahardjo
Keyword(s):  
Analytic Hierarchy Process ◽  
Learning Process ◽  
Curriculum Design ◽  
Primary Data ◽  
Ahp Method ◽  
Analytic Hierarchy ◽  
Study Program ◽  
Hard Skills ◽  
Problems And Solutions ◽  
Hierarchy Process

This study aims to determine the priority of problems and solutions in the learning process in the SWCU FEB accounting study program. The data used in this study is primary data using respondents accounting class 2015, 2016, and 2017. The methods used in determining the priority of problems and priority solutions in this study using the Analytic Hierarchy Process (AHP) method. The results of the analysis show the priority of problems in the learning process is from the aspect of hard skills. Furthermore, the solution to the priority of hard skill problems is from the aspect of curriculum design. With a well-developed and appropriate curriculum design can be an effort to improve student hard skills.

Evaluation of Green Degree of Concrete Based on the Gray Relation

2014 ◽  
Vol 507 ◽  
pp. 410-414
Author(s):  
Lei Zhang ◽  
Xue Ying Bao
Keyword(s):  
Analytic Hierarchy Process ◽  
Environmental Protection ◽  
Correlation Coefficient ◽  
Relation Theory ◽  
Primary Data ◽  
Analytic Hierarchy ◽  
Green Concrete ◽  
Green Relation ◽  
Hierarchy Process ◽  
Qualitative Analyses

The indices system for the evaluation of green degree of concrete is established based on the function, durability and environmental protection of green concrete with involving both quantitative and qualitative analyses. Primary data is processed according to the green relation theory and in the meantime, analytic hierarchy process (AHP) is adopted to achieve the weight of indices, and in this way, the levels of the evaluation is fully expressed. The calculation of the correlation coefficient of each level leads to the concrete with the highest green degree, through which the evaluation of the green degree of concrete is received. And the example in this paper also proves the feasibility of the method above.

scholarly journals An Analytic Hierarchy Process Analysis: Application to Subscriber Retention Decisions in the Nigerian Mobile Telecommunications

2015 ◽  
Vol 48 (1) ◽  
pp. 63-83 ◽  
Author(s):  
Sulaimon Olanrewaju Adebiyi ◽  
Emmanuel Olateju Oyatoye ◽  
Owolabi Lateef Kuye
Keyword(s):  
Analytic Hierarchy Process ◽  
Process Analysis ◽  
Customer Retention ◽  
Telecommunications Industry ◽  
Primary Data ◽  
Mobile Telecommunications ◽  
Cross Sectional Survey ◽  
Analytic Hierarchy ◽  
Retention Decisions ◽  
Hierarchy Process

Abstract The introduction of mobile number portability (MNP) in the Nigerian telecommunications industry has brought a new challenge for mobile operators. This study investigates the use of Analytic Hierarchy Process (AHP) in customer retention decisions in the Nigerian telecommunication industry using a cross-sectional survey design. Primary data were obtained through questionnaires administered to 480 mobile telecommunications subscribers in six tertiary institutions located in Lagos State, Nigeria. These educational institutions were chosen using a multistage sampling technique. Of 438 questionnaires received from subscribers, 408 were valid. Based on this sample data an AHP model was built to assess the determinants of customer retention decisions. Next, eigen values, an eigen vector and maximum lambda (λMax) were obtained using the AHP analysis for the matrices. This analysis shows that customers considered call quality as the important in the retention decision. We conclude that AHP is a meaningful tool for determining what motivates retention decisions, that can help network operators formulate effective customer retention strategies.

scholarly journals STRATEGI PENGEMBANGAN INDUSTRI KERAMIK DENGAN ANALYTIC HIERARCHY PROCESS : STUDI PADA SENTRA INDUSTRI KERAMIK DI PURWAKARTA, INDONESIA

AdBispreneur ◽  
2019 ◽  
Vol 3 (3) ◽  
pp. 229
Author(s):  
Sam 'un Jaja Raharja ◽  
Rivani . ◽  
Ria Arifianti
Keyword(s):  
Data Collection ◽  
Analytic Hierarchy Process ◽  
Development Strategy ◽  
Ceramic Industry ◽  
Secondary Data ◽  
Primary Data ◽  
Analytic Hierarchy ◽  
Industry Center ◽  
Ceramics Industry ◽  
Hierarchy Process

 This study aims to identify and analyze the business development strategy of the ceramics industry in the Purwakarta ceramic industry center. Research uses qualitative research methods. The primary data collection technique is done through observation, interviews and questionnaires. Secondary data collection techniques are carried out through documentation studies. The data collected was then analyzed using the Analytic Hierarchy Process (AHP) technique. The results of the study show the alternative strategies the development of the ceramic industry in the order of priority as follows: the formation of forums, improvement of production and design techniques, improvement of marketing strategies and increased access to business capital credit. The results of the study recommend the implementation of a series of priority strategies in developing the ceramics industry business in the center of the ceramic industry in Purwakarta. Penelitian ini bertujuan untuk mengidentifikasi dan menganalisis strategi pengembangan bisnis industri keramik di sentra industri keramik Purwakarta. Penelitian menggunakan metode penelitian kualitatif.  Teknik pengumpulan data primer dilakukan melalui observasi, wawancara dan penyebaran kuesioner. Teknik pengumpulan data sekunder dilakukan melalui studi dokumentasi. Data yang dikumpulkan kemudian dianalisis dengan menggunakan teknik Analytic Hierarchy Process (AHP). Hasil penelitian menunjukkan alternatif strategi dengan urutan prioritas sebagai berikut: pengembangan industri keramik tersebut adalah pembentukan forum, peningkatan teknik produksi dan desain, peningkatan strategi pemasaran dan peningkatan akses kredit modal usaha. Hasil penelitian  merekomendasikan implementasi rangkaian prioritas strategi tersebut dalam pengembangan bisnis industri keramik di sentra industri keramik Purwakarta. 

scholarly journals Strategi Peningkatan Tata Kelola Sistem Resi Gudang di Kabupaten Lombok Barat

2021 ◽  
pp. 297-308
Author(s):  
Ni Made Wirastika Sari ◽  
Muhammad Zubair ◽  
Anwar Anwar ◽  
Bambang Dipokusumo
Keyword(s):  
Analytic Hierarchy Process ◽  
Descriptive Analysis ◽  
Pairwise Comparison ◽  
Secondary Data ◽  
Primary Data ◽  
Financing Constraints ◽  
Analytic Hierarchy ◽  
The Government ◽  
Hierarchy Process ◽  
Depth Interviews

Warehouse receipt system (SRG) is a solution prepared by the government to overcome the financing constraints faced by farmers in obtaining financing or capital assistance. However, this program not widely used by farmer. The aimed of this research was to recommend strategies for improving SRG governance in West Lombok Regency. This research was conducted in West Lombok Regency with the consideration that there is a warehouse managed by PT Pertani (Persero) which is registered as an institution in the Warehouse Receipt System. This study uses secondary data and primary data. Secondary data were obtained from literature studies. Meanwhile, primary data obtained from direct observation, in-depth interviews and by using a questionnaire with experts. The data in this study were analyzed using descriptive analysis and pairwise comparison with the Analytic Hierarchy Process (AHP). The results of this study indicate that to improve SRG governance in West Lombok Regency, the government must focus on recruiting warehouse managers who are professional and have strong entrepreneurial characteristics.  

scholarly journals The Formulating Growth Strategy of Aceh Port System in Indonesia: An AHP Approach

2011 ◽  
Vol 13 (1) ◽  
pp. 45
Author(s):  
Muhammad Subhan ◽  
Ahmad Bashawir Abdul Ghani
Keyword(s):  
Developing Countries ◽  
Analytic Hierarchy Process ◽  
Growth Strategy ◽  
Competitive Environment ◽  
Strategy Formulation ◽  
Government Officials ◽  
Analytic Hierarchy ◽  
Port Authorities ◽  
Port System ◽  
Hierarchy Process

The main objective of this study is to investigate the growth strategy of Aceh’s ports in order to develop a better position of those ports in the dynamic and competitive environment along the Malacca straits. Using the analytic hierarchy process (AHP) approach, this study examines priority perspectives on strategy formulation from 25 individuals representing relevant parties in the Aceh port industry such as government officials, port authorities and managements, experts, academicians and consultants, and port user associations. Six potential strategies related to resources, competencies, market share, opportunity share, cooperation, and competitiveness were examined. The findings show that the resource-based strategy and the competence-based strategy are ranked as first and second important strategy respectively while the opportunity share strategy ranked as the least important strategy. This study provides new insights into the implications of using various strategy formulations for port growth in developing countries and provides a significant practical contribution to the port authorities.     

Ideological and political teaching model using fuzzy analytic hierarchy process based on machine learning and artificial intelligence

2020 ◽  
pp. 1-13
Author(s):  
Yuxia Wang
Keyword(s):  
Artificial Intelligence ◽  
Machine Learning ◽  
Analytic Hierarchy Process ◽  
Teaching Quality ◽  
Ideological And Political Education ◽  
Fuzzy Analytic Hierarchy Process ◽  
Political Education ◽  
Current Status ◽  
Analytic Hierarchy ◽  
Hierarchy Process

Ideological and political education plays an important role in supporting social talent input. However, the current evaluation effect of ideological and political education is difficult to quantify. Therefore, in order to improve the evaluation effect of ideological and political education, based on artificial intelligence algorithms, this study combines machine learning ideas and the current status of ideological and political education to build a fuzzy analytic hierarchy process model of the of ideological and political teaching quality based on machine learning and artificial intelligence. Moreover, this study uses a three-tier structure to build a model network structure, and based on the characteristics of fuzzy evaluation, this study uses the expert system to conduct data management, operation and control of model evaluation, and build a corresponding database to update the data in real time. In addition, in order to verify the effect of the model, this study sets simulation experiments to analyze the model performance. From the point of view of running effect and running speed, this research model meets the actual needs of the system, so it can be applied to the evaluation process of ideological and political teaching quality in colleges and universities.

scholarly journals Strategi Pengembangan Agribisnis Kopi Arabika di Kabupaten Simalungun

2020 ◽  
Vol 10 (1) ◽  
pp. 32
Author(s):  
Ulidesi Siadari ◽  
Jamhari Jamhari ◽  
Masyhuri Masyhuri
Keyword(s):  
Analytic Hierarchy Process ◽  
Secondary Data ◽  
Primary Data ◽  
Analytic Hierarchy ◽  
Arabica Coffee ◽  
Expert Choice ◽  
Analytic Hierarchy Process Method ◽  
Coffee Farming ◽  
Hierarchy Process

Coffee is an important export commodity for Indonesia, which contributes a sizeable foreign exchange. Indonesian coffee production is still fluctuating. Simalungun is a regency in North Sumatera province which have significant potential for the development of Arabica coffee commodity. However, there are some obstacles in the development of arabica coffee farming including land resources utilization, aspects of cultivation, harvest and post-harvest, and institutional aspects. Therefore, it is necessary to formulate business development strategies for arabica coffe agribusiness. This study aims to determine priority strategies from various alternatives in developing Arabica coffee. Determination of the location of the study was done purposively. Respondents in this study were experts or key people who understoodarabika coffee agribusiness. The method used in determining respondents is purposive sampling. Primary data is obtained through direct interviews conducted with respondents and secondary data obtained from books, journals and books of the agricultural service report. Several alternatives in this study were determined based on the results of discussions with the experts and also based on the literature and previous research. Some of these alternatives are then compared in a questionnaire for the respondents. The comparison is then processed using the analytic hierarchy process method (AHP). Data processing is done using the expert choice application so that a priority alternative appears. The study oncludes that based on analytic hierarchy process, the priority strategy is developing the capacity of human resources (HR) of agribusiness actors

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