Ekin, Cansu Çiğdem

Profile URL
https://hdl.handle.net/20.500.14411/6950
Name Variants
Aydin, Cansu Cigdem Cansu Cigdem, Ekin E.,Cansu Çiğdem Aydin C. Ekin, Cansu Cigdem Ekin, Cansu Aydin, C. C. E., Cansu Çiğdem C. C. Ekin E., Cansu Cigdem C.C.Ekin C.Ç.Ekin C., Ekin Ekin, Cansu Çiğdem C. Ç. Ekin E.,Cansu Cigdem Ekin, Cansu C. Ekin,C.C. Cansu Çiğdem, Ekin C.,Ekin Ekin,C.Ç. Ekin C. Aydın, Cansu Ciğdem Rouyendegh, Babak Daneshvar Rouyendegh (B Erdebilli), Babak Daneshvar
Job Title
Doçent Doktor
Email Address
cansu.aydin@atilim.edu.tr
Main Affiliation
Computer Engineering
Status
Former Staff
Website
ORCID ID
0000-0003-4838-9708
Scopus Author ID
Turkish CoHE Profile ID
Google Scholar ID
WoS Researcher ID
AFE-7836-2022

Research Topics

Domains
Physical SciencesSocial Sciences
Fields
Computer SciencePsychologyEnvironmental Science
Subfields
Artificial IntelligenceDevelopmental and Educational PsychologyComputer Science ApplicationsGlobal and Planetary ChangeComputer Vision and Pattern Recognition
Specific Research Areas
Topic Modeling
Educational Games and Gamification
Online Learning and Analytics
Climate variability and models
Advanced Neural Network Applications

Sustainable Development Goals

NO POVERTY1
NO POVERTY
1
Research Products
ZERO HUNGER2
ZERO HUNGER
2
Research Products
GOOD HEALTH AND WELL-BEING3
GOOD HEALTH AND WELL-BEING
2
Research Products
QUALITY EDUCATION4
QUALITY EDUCATION
8
Research Products
GENDER EQUALITY5
GENDER EQUALITY
0
Research Products
CLEAN WATER AND SANITATION6
CLEAN WATER AND SANITATION
0
Research Products
AFFORDABLE AND CLEAN ENERGY7
AFFORDABLE AND CLEAN ENERGY
0
Research Products
DECENT WORK AND ECONOMIC GROWTH8
DECENT WORK AND ECONOMIC GROWTH
0
Research Products
INDUSTRY, INNOVATION AND INFRASTRUCTURE9
INDUSTRY, INNOVATION AND INFRASTRUCTURE
1
Research Products
REDUCED INEQUALITIES10
REDUCED INEQUALITIES
0
Research Products
SUSTAINABLE CITIES AND COMMUNITIES11
SUSTAINABLE CITIES AND COMMUNITIES
0
Research Products
RESPONSIBLE CONSUMPTION AND PRODUCTION12
RESPONSIBLE CONSUMPTION AND PRODUCTION
0
Research Products
CLIMATE ACTION13
CLIMATE ACTION
1
Research Products
LIFE BELOW WATER14
LIFE BELOW WATER
1
Research Products
LIFE ON LAND15
LIFE ON LAND
0
Research Products
PEACE, JUSTICE AND STRONG INSTITUTIONS16
PEACE, JUSTICE AND STRONG INSTITUTIONS
0
Research Products
PARTNERSHIPS FOR THE GOALS17
PARTNERSHIPS FOR THE GOALS
0
Research Products
This researcher does not have a Scopus ID.
Documents

16

Citations

170

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Publication Collaboration

Affiliation Name Count
Atilim University 11
Gazi University 4
Middle East Technical University 2
Istanbul University-Cerrahpaşa 2
Ankara University 1
1 / 2
Data obtained from OpenAlex
Scholarly Output

43

Articles

23

Views / Downloads

57/74

Supervised MSc Theses

5

Supervised PhD Theses

0

WoS Citation Count

563

Scopus Citation Count

661

Patents

0

Projects

0

WoS Citations per Publication

13.09

Scopus Citations per Publication

15.37

Open Access Source

8

Supervised Theses

5

JournalCount
Tehnicki Vjesnik4
3rd International Conference on Information Management and Evaluation (ICIME) -- APR 16-17, 2012 -- Atilim Univ, Performance Management & Applicat Res Ctr, Ankara, TURKEY3
Journal of Applied Mathematics2
Journal of Systems Architecture2
UBMK 2018 - 3rd International Conference on Computer Science and Engineering -- 3rd International Conference on Computer Science and Engineering, UBMK 2018 -- 20 September 2018 through 23 September 2018 -- Sarajevo -- 1435602
Current Page: 1 / 6

Scopus Quartile Distribution

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Scholarly Output Search Results

Now showing 1 - 10 of 43
  • Master Thesis
    Yükseköğretim Araştırma Eğilimlerinin Gizli Dirichlet Tahsisi ile Analiz Edilmesi: Bir Metin Madencilik Yaklaşımı
    (2023) Alrayashı, Abdulazız Mohammedabdullah; Ekin, Cansu Çiğdem
    Bu tez, Web of Science'ta (WOS) endekslenen 69.000'den fazla akademik yayından oluşan geniş bir külliyatı analiz ederek yüksek öğretimdeki araştırma eğilimlerini araştırmaktadır. Çalışma, yüksek öğretim araştırma ortamına ilişkin daha derin bir anlayış kazanmak için bibliyometrik analiz ve konu modelleme tekniklerinin, özellikle Gizli Dirichlet Tahsisi'nin (LDA) bir kombinasyonunu kullanır. Bibliyometrik analiz, yüksek öğretimle ilgili WOS yayınlarının istatistiksel dağılımlarının kapsamlı bir incelemesini sunar. Bu, yüksek öğretimdeki araştırma bağlamını anlamak için sağlam bir temel sağlayan yayın eğilimleri, belge türleri, diller ve araştırma alanları gibi unsurları içerir. Buna paralel olarak, LDA kullanan konu modelleme analizi, alandaki ana araştırma eğilimlerini, konuları ve sıklıkla ele alınan konuları ortaya çıkararak araştırma temalarının zaman içindeki gelişimine ışık tutar. Bu çalışma, hem bibliyometrik hem de konu modelleme metodolojilerini birleştirerek yüksek öğretim araştırmalarının mevcut durumunun kapsamlı bir resmini sunmaktadır. Bulgular, alanın karmaşıklığının ve karşılıklı bağımlılığının altını çizerek, yüksek öğretimde var olan olasılıkları ve sorunları ele almak için çok disiplinli bir stratejiye duyulan ihtiyacı vurgulamaktadır. Sonuçlar, yüksek öğretim araştırmalarındaki bilgi birikimine katkıda bulunur ve bu alandaki en son gelişmeler ve eğilimler hakkında güncel kalmak isteyen akademisyenler, karar vericiler ve uygulayıcılar için yararlı bir araçtır.
  • Conference Object
    Citation - WoS: 1
    An Undergraduate Curriculum for Deep Learning
    (Ieee, 2018) Tirkes, Guzin; Ekin, Cansu Cigdem; Sengul, Gokhan; Bostan, Atila; Karakaya, Murat
    Deep Learning (DL) is an interesting and rapidly developing field of research which has been currently utilized as a part of industry and in many disciplines to address a wide range of problems, from image classification, computer vision, video games, bioinformatics, and handwriting recognition to machine translation. The starting point of this study is the recognition of a big gap between the sector need of specialists in DL technology and the lack of sufficient education provided by the universities. Higher education institutions are the best environment to provide this expertise to the students. However, currently most universities do not provide specifically designed DL courses to their students. Thus, the main objective of this study is to design a novel curriculum including two courses to facilitate teaching and learning of DL topic. The proposed curriculum will enable students to solve real-world problems by applying DL approaches and gain necessary background to adapt their knowledge to more advanced, industry-specific fields.
  • Conference Object
    How Assessment System of an Open Source Learning Management System Can Be Integrated To a Remote Laboratory Application? Problems and Solutions
    (Ieee, 2007) Aydin, Cansu Cigdem; Cagiltay, Nergiz Ercil
    Most of the education programs need an assessment system for formative and summative evaluation purposes. Similarly, in the ERRL* project which is a distance remote radio frequency laboratory application, assessment system is required. However, developing an assessment system cost is very high and requires some extra time for testing and development purposes. Open source systems provide these services in a standard way. Since the source is open, it is possible to make some modifications to better adapt these systems to the requirements of developed systems. Similarly, in the Moodle part of the system we need to integrate the test and the experiment platforms. hi order to better guide the learners in the system, they should take some tests about the devices and the theoretical content included in the system. It is important to prevent users Who do not have the enough knowledge directed to the experiments platform. These testing requirements should be integrated into the remote laboratory system, so that, the learners should not need to jump between different systems and interfaces. This article presents implementation process of open source Learning Management System software's assessment module to a remote laboratory application and it also discusses the advantages, disadvantages of using an open source Web based assessment system.
  • Article
    Citation - WoS: 4
    Citation - Scopus: 6
    On Profust Reliability of Coherent Systems: Signature-Based Expressions
    (Sage Publications Ltd, 2013-02-13) Eryilmaz, Serkan; Rouyendegh, Babak Daneshvar
    In this article we study profust reliability of non-repairable coherent systems through the concept of system signature. We obtain explicit expressions for the profust reliability and mean time to fuzzy failure of coherent systems. We compute and present mean time to failure and mean time to fuzzy failure of all coherent systems with three and four components. Finally, we illustrate the results for a well known class of coherent systems called m-consecutive-k-out-of-n:F.
  • Conference Object
    Citation - WoS: 1
    A Fuzzy Ahp for Evaluation of Ecommerce Websites Performance
    (Acad Conferences Ltd, 2012) ictenbas, Burcu Devrim; Rouyendegh, Babak Daneshvar
    eCommerce has become an essential part of business strategy in the rising (emerging) global economy. In order to be successful in the eCommerce marketplace, organizations will need to provide high quality websites that attract and retain users. It is a need to understand and evaluate eCommerce websites to achieve high quality. Evaluation of eCommerce websites is a multiple criteria decision making (MCDM) problem since it includes analysis of both qualitative and quantitative factors. Also human judgment has taken part in this process. This paper presents FAHP to evaluate three eCommerce websites. The results will be a guide for decision makers in terms of improvable areas to design eCommerce websites.
  • Article
    Citation - WoS: 30
    Citation - Scopus: 34
    Development of Decision Support Model for Selecting a Maintenance Plan Using a Fuzzy Mcdm Approach: a Theoretical Framework
    (Hindawi Ltd, 2018-11-01) Abdulgader, Fathia Sghayer; Eid, Rajeh; Rouyendegh (B Erdebilli), Babak Daneshvar; Rouyendegh , Babak Daneshvar
    In complex decision making, using multicriteria decision-making (MCDM) methodologies is the most scientific way to ensure an informed and justified decision between several alternatives. MCDMs have been used in different ways and with several applications that proved their efficiency in achieving this goal. In this research, the advantages and disadvantages of the different MCDM methodologies are studied, along with the different techniques implemented to increase their accuracy and precision. The main aim of the study is to develop a hybrid MCDM process that combines the strengths of several MCDM methods and apply it to choose the best fit maintenance policy/strategy for industrial application. Moreover, fuzzy linguistic terms are utilized in all of the used MCDM techniques in order to eliminate the uncertainty and ambiguity of the results. Through an extensive literature review performed on studies that have used MCDM methods in a hybrid context and using fuzzy linguistic terms, a model is developed to use fuzzy DEMATEL-AHP-TOPSIS hybrid technique. The model with its application is the first of its kind, which combines the strengths of fuzzy DEMATEL in establishing interrelationships between several criteria, as well as performing a pairwise comparison between the criteria for prioritization using the fuzzy AHP method. Thereafter, the alternatives are compared using fuzzy TOPSIS method by establishing negative and positive solutions and calculating the relative closeness for each of the alternatives. Furthermore, six main criteria, twenty criteria, and five alternatives are selected from the literature for the model application.
  • Article
    Citation - WoS: 10
    Citation - Scopus: 19
    Effectiveness of Smart Toy Applications in Teaching Children With Intellectual Disability
    (Elsevier, 2018-09) Ekin, Cansu C.; Cagiltay, Kursat; Karasu, Necdet
    Play is an important element in a child's social and intellectual development and toys are indispensable play tools. This study investigates the effectiveness of smart toys in teaching social studies concepts to children with intellectual disability (ID). A single-subject design is used to identify such effects on teaching social studies concepts to children with ID with the help of smart toys developed within this study. The smart toys are also developed within the scope of present work. Three special education teachers and three children with moderate ID participated in the study, which was carried out in two schools in Turkey. According to the results, smart toys have a positive effect in teaching social studies concepts to children with moderate ID which is significant in development of academic and social skills for individuals with ID.
  • Conference Object
    Citation - Scopus: 2
    Mba Students' Preference On: Online, Formal and Hybrid Mba Programs
    (Elsevier Science Bv, 2011) Rouyendegh, Babak Daneshvar; Erkan, Turan Erman
    In recent years, there has been a rapid rise in student enrolments in both online and formal MBA programs. This study is based on the results of a case study in which over 30 students enrolled in a top-ranked online and formal MBA program. Thus, the Fuzzy Analytic Hierarchy Process (FAHP) has been used for choosing the program. Due to the inability of AHP to deal with the impression and subjectiveness in the pair-wise comparison process, the FAHP has been used. The result of the research is interesting since neither an online nor a formal education program is preferred; a hybrid one has been developed. (C) 2011 Published by Elsevier Ltd.
  • Article
    Citation - WoS: 78
    Citation - Scopus: 75
    Measuring the Efficiency of Hospitals: a Fully-Ranking Dea-Fahp Approach
    (Springer, 2016-09-29) Rouyendegh, Babak Daneshvar; Oztekin, Asil; Ekong, Joseph; Dag, Ali
    The goal of this study is to present a DEA-based fuzzy multi-criteria decision making model for firms in the health care industry in order to enhance their business performance. The study demonstrates a real-life use of the proposed model, mainly designed for hospitals. Data envelopment analysis enhanced with fuzzy analytic hierarchy process are collectively utilized to quantify the data and structure the model in decision-making. The juxtaposition of the two methods is used to compile a ranked list of multiple proxies containing diverse input and output variables which occur in two stages. This hybrid model provides several benefits, one of which is the ability to make the most appropriate decision considering the value of the weights determined by the data from the hybrid model.
  • Conference Object
    Citation - WoS: 6
    Curriculum Change Parameters Determined by Multi Criteria Decision Making (mcdm)
    (Elsevier Science Bv, 2014-02) Erkan, Turan Erman; Rouyendegh, Babak Daneshvar
    Curriculum, research, instruction, learning and assessment are the pulse of the university. The main purpose of this study is to fill a substantial knowledge gap regarding reaching a uniform group decision in Industrial engineering curriculum design and planning. A comprehensive quality based course criterion model extracted from existing literature and expert opinions was developed. Multi Criteria Decision Making (MCDA) was used to identify the relative importance of course criteria for the purpose of tailoring an optimal four Industrial engineering curriculum for Bachelor's Degree students in Turkey.. The hierarchical model and analysis utilized in the present study will be useful for resolving several important multi-criteria decision-making issues in planning and evaluating Industrial Engineering programs. (C) 2013 The Authors. Published by Elsevier Ltd. Selection and/or peer-review under responsibility of Academic World Education and Research Center.