• Title/Summary/Keyword: Making Research Questions

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Does Artificial Intelligence Algorithm Discriminate Certain Groups of Humans? (인공지능 알고리즘은 사람을 차별하는가?)

  • Oh, Yoehan;Hong, Sungook
    • Journal of Science and Technology Studies
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    • v.18 no.3
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    • pp.153-216
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    • 2018
  • The contemporary practices of Big-Data based automated decision making algorithms are widely deployed not just because we expect algorithmic decision making might distribute social resources in a more efficient way but also because we hope algorithms might make fairer decisions than the ones humans make with their prejudice, bias, and arbitrary judgment. However, there are increasingly more claims that algorithmic decision making does not do justice to those who are affected by the outcome. These unfair examples bring about new important questions such as how decision making was translated into processes and which factors should be considered to constitute to fair decision making. This paper attempts to delve into a bunch of research which addressed three areas of algorithmic application: criminal justice, law enforcement, and national security. By doing so, it will address some questions about whether artificial intelligence algorithm discriminates certain groups of humans and what are the criteria of a fair decision making process. Prior to the review, factors in each stage of data mining that could, either deliberately or unintentionally, lead to discriminatory results will be discussed. This paper will conclude with implications of this theoretical and practical analysis for the contemporary Korean society.

Factors affecting consumer hesitation in purchase decision process for fashion products (패션제품 구매과정에서 소비자 망설임에 영향을 주는 요인에 관한 연구)

  • Kim, So Hee;Park, In Ae;Park, Jee-Sun
    • The Research Journal of the Costume Culture
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    • v.24 no.3
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    • pp.385-398
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    • 2016
  • In a world where opportunities and chances are common, the phenomenon referred to as "generation maybe" describes people in their 20s and early 30s who are usually being indecisive. With the increase in breadth of information and choices, the number of people who are hesitant in deciding whether to purchase increases at a fast pace, as does the number of products and services targeting this group. In order to enhance our understanding of the phenomenon of consumer hesitation, this study explores contextual factors and consumer characteristics that affect consumer hesitation in the purchase decision-making process. Specifically, this study examines whether seven contextual factors, self-determination tendencies, and five decision-making styles influence consumer hesitation in the product decision making process. An online survey was administered to test our research questions. A total of 309 Korean consumers (female=48.9%) aged from 20 to 35 were surveyed. A regression analysis revealed that four contextual factors (product involvement, need for information on alternatives, relative price, and uncertain need), two sub-dimensions of self-determination (perceived competence and relatedness), and two decision-making styles (price seeking and advice seeking) have noticeable influences on consumer hesitation. We also found that the degree of consumer hesitation positively influences consumer post-purchase satisfaction. The study concludes with discussions and practical implications.

A Comparison of Mathematically Gifted and Non-gifted Elementary Fifth Grade Students Based on Probability Judgments (초등학교 5학년 수학영재와 일반아의 확률판단 비교)

  • Choi, Byoung-Hoon;Lee, Kyung-Hwa
    • Journal of Educational Research in Mathematics
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    • v.17 no.2
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    • pp.179-199
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    • 2007
  • The purpose of this study was to discover differences between mathematically gifted students (MGS) and non-gifted students (NGS) when making probability judgments. For this purpose, the following research questions were selected: 1. How do MGS differ from NGS when making probability judgments(answer correctness, answer confidence)? 2. When tackling probability problems, what effect do differences in probability judgment factors have? To solve these research questions, this study employed a survey and interview type investigation. A probability test program was developed to investigate the first research question, and the second research question was addressed by interviews regarding the Program. Analysis of collected data revealed the following results. First, both MGS and NGS justified their answers using six probability judgment factors: mathematical knowledge, use of logical reasoning, experience, phenomenon of chance, intuition, and problem understanding ability. Second, MGS produced more correct answers than NGS, and MGS also had higher confidence that answers were right. Third, in case of MGS, mathematical knowledge and logical reasoning usage were the main factors of probability judgment, but the main factors for NGS were use of logical reasoning, phenomenon of chance and intuition. From findings the following conclusions were obtained. First, MGS employ different factors from NGS when making probability judgments. This suggests that MGS may be more intellectual than NGS, because MGS could easily adopt probability subject matter, something not learnt until later in school, into their mathematical schemata. Second, probability learning could be taught earlier than the current elementary curriculum requires. Lastly, NGS need reassurance from educators that they can understand and accumulate mathematical reasoning.

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How to Utilize Sports Psychology for Better Customer Experience in Sports Retail Store as a Distribution Content Perspective

  • SEONG, Dong-Ho
    • Journal of Distribution Science
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    • v.19 no.2
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    • pp.45-52
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    • 2021
  • Purpose: Contemporary consumers are increasingly adopting public displays of their loyalty towards brands: consumer dedication surpasses loyalty in that they find various ways to show their devotion to their favorite brands. The purpose of the current study is to utilize sports psychology to improve customer experience in the sports shops. Research design, data and methodology: To investigate the purpose of the study and suggest the solutions, Epistemology methods were used to analyze the nature of knowledge and various forms of attaining knowledge. As such, epistemology asks questions such as "what are constitutes of valid knowledge?". Results: This study figured out five theoretical results to suggest for practitioners in the sports retail shop based on prior research. According to the research, sports psychology can affect consumer buying behavior which builds upon specific demographics and their differentiating behavior. The results also show that males shop with specificity, while female consumers are likely to shop for pleasure. Men are also less frequent shoppers than women. Conclusions: Above all, this study concludes that a consumer decision-making study is vital in the sports retail business, and information about consumer decision-making can be an influential factor for sports retailers to increase their competitive advantage.

Exploring the Possibility of Using Public Institution's Health Message for Measuring Health Literacy (헬스 리터러시 측정을 위한 공공기관 건강정보의 활용 가능성 탐색)

  • Hong, Kyung-Jin;Ju, Young-Gi;Jun, Sang-Il;Yoon, Hye-Jung;You, Myoung-Soon
    • Korean Journal of Health Education and Promotion
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    • v.29 no.3
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    • pp.53-61
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    • 2012
  • Objectives: Improving public capability to obtain, understand, and use health information is important for decision-making and communication. This study attempts to measure adults' literacy of the information provided by a public health institution. Factors affecting different health literacy level are also investigated. The relation between public risk perception and health literacy is examined as well. Methods: A total of 800 korean adults were surveyed. To provide the participants health literacy questions, health messages of heavy metals released by KFDA as well as literacy questions developed by NIKL were used. A total of eight questions were developed to measure health literacy. The dimensions of risk perception proposed by Brewer et al.(2008) were modified to measure risk perception. Results: The average percentage of correct answer for all literacy questions was only 65.57%. Individuals at the older age, and with lower education/ income level were more likely to be low literate. In addition, health literacy was strongly associated with risk perception. Conclusions: Public literacy of health information is influenced by socio demographic factors. This study suggested a possibility that low health literacy may affect unrealistically high risk perception. Further studies with sophisticated methodologies to measure health literacy need to be developed.

A Study on Social Practices in Elementary Mathematics Classroom (초등학교 수학교실에 사회적 관행 분석)

  • Kwon Jeom Rae
    • Education of Primary School Mathematics
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    • v.8 no.2 s.16
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    • pp.69-96
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    • 2004
  • The purpose of this study is to understand teaching and learning mathematics in elementary school classroom by considering mathematics as a kind of social practices and mathematics classroom as a kind of community of practice. The research questions of this study are as followings: 1) Which kinds of lesson organization reveal? 2) Which kinds of social participation structure reveal? 3) Which processes of making meaning reveal? This study was based on ethnomethodology. It was executed participation observations, interviews and surveys with teacher and 5 graders to collect the data related to the social practices formed their classroom. The social practices of mathematics classroom was analyzed from three aspects such as lesson organization, social participation structure and making meaning. The results from which we analyzed the social practices of the mathematics classroom are as followings. From the aspect of lessons organization, the teacher had a lot of power and authorities in the classroom and used them to elicitate students' responses. From the aspect of social participation structure, five SPSs(social participation structures) which revealed in Jo(1997)'s economics classrooms, were shown in this mathematics classroom, but there were a difference to the situations or frequencies which the SPSs appeared. From the aspect of making meaning, it was common that meanings are formed by the explanation of the teacher, but the teacher didn't deliver the mathematical meanings directly. She tried to interact with students to arrive shared meanings.

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A Study on the Recognition and Actual Condition of Korea Medical Doctors in Oriental Medical Care of Hypertension (국내 임상한의사의 고혈압 한방치료 인식 및 실태조사)

  • Shin, Mi-Suk;Han, Chang-Hyun;Kim, Bo-Young;Kim, Ki-Jin;Park, Sun-Hee;Choi, Sun-Mi
    • Journal of Acupuncture Research
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    • v.25 no.6
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    • pp.23-33
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    • 2008
  • Objectives : The study was accomplished to find out how korean medical doctor take oriental medical service for hypertension patients in clinical practice Methods : Survey questions were developed based on consensus of 2 clinician, 2 oriental internal medicine specialist and 1 acupuncture specialist. The list of the Korean oriental medical doctors is provided by the Association of the Korean Oriental Medicine. The questionnaire were distributed via E-mail to 9,465 members of Korean oriental medical doctors from 19th August 2008 to 11th September 2008. One thousand sixty three(11.24% of 9,465) members completed answer and the computerized data were analyzed by SAS statistical program Results : Fifty-one percent of Korean oriental medical doctors has experienced hypertension treatment. The most common medical diagnosis method was pattern diagnosis(64.2%). Saam and five element acupuncture were as frequent as 32.3% of acupuncture prescription principle. The most common acupuncture points were region of shoulder and back acupoints inclued $GB_{21}$, $GV_{14}$(25%). The most common herbs prescription principle were 'constitution prescription'(35.4%), 'pattern prescription'(12.6%). The most common opinion for the revitalization of oriental medical service were 'medical insurance system of herbal medicine'(28.8%) and 'research of oriental medical treatments in hypertensive patients'(26.8%). Conclusions : This survey provides unique insight into the perception, treatment method of the Korea medical doctor at oriental medical service for hypertension patient. This study provides a wealth of information and a fresh raft of questions which will inform future research and policy-making.

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Theoretical Foundation of the Maker Movement for Education: Learning Theories and Pedagogy of the Maker Movement (메이커 교육 운동의 이론적 기초: 메이커 운동의 학습 이론과 교육 사상)

  • Sung, Eui Suk
    • Journal of Engineering Education Research
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    • v.21 no.2
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    • pp.51-59
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    • 2018
  • The author investigated the momentum of the maker movement and its educational implications with the following four research questions: 1. What is the maker movement? 2. What is the nature of our societal interest in the maker movement? 3. Which learning theories are associated with the maker movement? 4. What are the educational implications of the maker movement? The author reviewed the history of education in terms of the maker movement and concluded that Papert's learning-by-making approach provided a theoretical foundation of the maker movement. The maker movement aims to engage participants in Do-It-Yourself(DIY) activities, the spirit of tinkering, and a hands-on approach. Also, the maker movement meets the educational demands of fostering students' 21st-century abilities and technological literacy. Lastly, the author anticipated the issues that may arise following the introduction of the maker movement in K-12 schools. In conclusion, the author discussed the challenges of the school maker education movement and suggested the bottom-up approach to utilize the school resources of technology and engineering education.

A Study on the instruction of function concept in school mathematics (학교수학에서의 함수 개념 지도 방법에 관한 고찰)

  • 강윤수;정성현;강덕심
    • Journal of Educational Research in Mathematics
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    • v.8 no.1
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    • pp.381-403
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    • 1998
  • As a researcher engaged in the mathematical education, mathematics teachers are interested in instructional methods. While it is unlikely that the viewpoints of individual mathematics teachers are reflected in making decisions on instructional purposes and instructional contents, a good many parts of instructional methods on mathematical facts are decided by individual teachers. This means that the role of mathematics teachers is given much weight in the mathematical education. Therefore, the mathematics teachers must not be excluded in all parts of the study of mathematical education. We studied the instructional methods of function concept, a central topic in school mathematics from the following perspectives. First, we examined the characteristics of the three(correspondence-centered, middle, dependence centered) viewpoints about the essence of function concept. And we should that which of them should be the viewpoint of instruction of function concept in school mathematics. Second, we investigated the questions regarding the process of function instruction in school mathematics and presented alternative instruction methods of function concept to solve the questions. Third, we postulated the importance of polynomial function, relating college mathematics in order to present the reason why the polynomial function is importantly treated in functional instruction of school mathematics.

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Knowledge, attitudes, and perceptions regarding the future of artificial intelligence in oral radiology in India: A survey

  • Sur, Jaideep;Bose, Sourav;Khan, Fatima;Dewangan, Deeplaxmi;Sawriya, Ekta;Roul, Ayesha
    • Imaging Science in Dentistry
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    • v.50 no.3
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    • pp.193-198
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    • 2020
  • Purpose: This study investigated knowledge, attitudes, and perceptions regarding the future of artificial intelligence (AI) for radiological diagnosis among dental specialists in central India. Materials and Methods: An online survey was conducted consisting of 15 closed-ended questions using Google Forms and circulated among dental professionals in central India. The survey consisted of questions regarding participants' recognition of and attitudes toward AI, their opinions on directions of AI development, and their perceptions regarding the future of AI in oral radiology. Results: Of the 250 participating dentists, 68% were already familiar with the concept of AI, 69% agreed that they expect to use AI for making dental diagnoses, 51% agreed that the major function of AI would be the interpretation of complicated radiographic scans, and 63% agreed that AI would have a future in India. Conclusion: This study concluded that dental specialists were well aware of the concept of AI, that AI programs could be used as an adjunctive tool by dentists to increasing their diagnostic precision when interpreting radiographs, and that AI has a promising role in radiological diagnosis.