• KSII Transactions on Internet and Information Systems (TIIS)
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• 제16권6호
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• pp.1800-1817
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• 2022

With the development of the economy and the improvement of living standards, the hot issues in the subject area have become the main research direction, and the mining of the hot issues in the subject currently has problems such as a large amount of data and a complex algorithm structure. Therefore, in response to this problem, this study proposes a method for extracting hot keywords in scientific journals based on the improved BERT model.It can also provide reference for researchers,and the research method improves the overall similarity measure of the ensemble,introducing compound keyword word density, combining word segmentation, word sense set distance, and density clustering to construct an improved BERT framework, establish a composite keyword heat analysis model based on I-BERT framework.Taking the 14420 articles published in 21 kinds of social science management periodicals collected by CNKI(China National Knowledge Infrastructure) in 2017-2019 as the experimental data, the superiority of the proposed method is verified by the data of word spacing, class spacing, extraction accuracy and recall of hot keywords. In the experimental process of this research, it can be found that the method proposed in this paper has a higher accuracy than other methods in extracting hot keywords, which can ensure the timeliness and accuracy of scientific journals in capturing hot topics in the discipline, and finally pass Use information technology to master popular key words.

• Journal of Information Processing Systems
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• 제14권3호
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• pp.645-654
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• 2018

Information and communication technology (ICT) is increasingly recognized as an important driver of economic growth, innovation, employment and productivity and is widely accepted as a main feature of development. During the last couple of decades, ICT sector became the most innovative service sector that affected the living standards of human beings all over the world. In the beginning of the $21^{st}$ century, some of the Asian countries made reforms in the ICT sector and spent an enormous amount for the progress of this sector. On the other hand, developed countries in the European Union (EU) faced different crises which badly affected the dissemination of this sector. Consequently, EU countries lost their hegemony in the field of information technology and resultantly, some of the emerging Asian countries like China, India, and South Korea got supremacy over the EU in this field. Currently, these countries have a strong IT infrastructure, R&D sector, IT research centers working for the development of ICT. Moreover, this paper investigates reasons for the shifting of the balance of digital power from Europe to Asia.

• 정보보호학회논문지
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• 제28권1호
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• pp.199-213
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• 2018

2008년부터 대규모 개인정보 유출사고들이 빈번히 발생하면서 이를 해결하고자 국가적 차원의 교육, 정책, 법률 등이 제정 및 시행되고 있다. 현재까지 개인정보 침해와 유출사고는 지속적으로 발생하고 있지만, 개인이 개인정보 침해에 대한 상세 정보를 확인하고 추정 및 대처 할 수 가 없는 실정이다. 이에 본 연구는 개인 정보 침해 및 유출사고 등 개인정보 침해에 예방 및 대응하기 위한 여러 가지 방법 중 일반인을 대상으로 하여 개인정보 침해에 관한 정보가 제공 및 전달된다면, 개인은 개인정보 침해 정보를 얼마나 받아들이고 개인정보보호 행동으로 옮겨질지에 대하여 연구하고자 한다. 개인정보 침해와 관련된 정보를 제공하는 것이 어떠한 의미를 가지고 있으며, 어떠한 기능을 수행해야 하는지 정의하고, 정보 제공에 대한 일반인의 수용 영향에 대하여 분석하고자 한다. 이를 통해 개인정보 관련 정보 제공에 대한 필요성 및 가이드라인을 제시하고, 개인의 주동적인 정보보호 활동을 장려하는데 도움이 되고자 한다.

• International Journal of Human Ecology
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• 제15권2호
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• pp.59-67
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• 2014

Consumer information influences purchasing behavior; however, less is known about the relationship in the credit market. Credit markets offer consumers a complex array of different products when choosing mortgages. The current study examines whether borrowers search for the very best terms when making major decisions about borrowing money or obtaining credit as well as explores the relation between consumer information seeking and the cost of credit. This study demonstrates the existence of price dispersion between those who made an extensive information seeking and those who did not. When controlling for the proxies of creditworthiness and demographics of the respondents, it is found that those who made a great deal of information seeking tend to have lower mortgage rates than those who made almost no information seeking. This study offers financial educators and policy makers suggestions on how to help consumers make better financial decisions.

• 대한가정학회지
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• 제40권4호
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• pp.73-84
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• 2002

This study found out the consumers' awareness and information-seeking behaviors towards Genetically Modified Organism(GMO). Data were collected from 506 adults in Seoul, Daegu, and Busan by the self-administered questionnaire. Frequencies, Pearson's correlation and multiple regression analyses were conducted by SPSS Windows. The resets of this study were as follows: (1) the concerns and the need for information about GMO were high, but recognition was low, (2) the factor affecting the need for information about GMO was the concerns about GMO, and (3) sex, age, the need for information about GMO, and subscription experience of consumer journals were the factors affecting the information-seeking behaviors.

• 대한가정학회지
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• 제29권1호
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• pp.159-176
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• 1991

The purpose of this study is to assess the Consumer Information Needs and the Related Factors. For this purpose, a suvey was conducted using questionnaires. The data used in this study include 535 consumers who live in Daijon. Major findings are as follows : First, the overall level of Consumer Information Needs was relatively high. This implies that more Consumer Information should be provided to consumers. Second, each level of need for Consumer Information content was very high except for one subject area(information of existence of brands in market). Third, in methods of consumer information acquisition, consumer wants to examine goods by oneself and to use his own experience and knowledge. Consumer did not want clerks' advices.

• Asia pacific journal of information systems
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• 제29권4호
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• pp.673-689
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• 2019

The Internet enables businesses to acquire a great deal of information, including prices in the open markets. In this study, we investigate what the value of reference price information is to a company in the market and how the company can make use of such information. Using business analytics, we were able to estimate prices of used cars for a rent-a-car company. The results show that a smart pricing information system is useful for collecting online reference price information and for estimating future prices of used cars and rental prices.

• 한국가정과교육학회지
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• 제35권4호
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• pp.1-12
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• 2023

ChatGPT의 교육적 활용에 대한 관심이 증가하고 있는 시점에서 대학생을 대상으로 ChatGPT에 대한 인식을 알아보는 것은 필요하다. D대학교 2023년도 1학기 '가정생활과 문화', '패션과 미술관', '영화로 만나는 패션' 수강생을 대상으로 인터넷과 대화형 인공지능 사용실태 그리고 수업에서 ChatGPT를 활용한 후 그에 대한 인식을 설문지, 비교분석 보고서, 성찰일지로 살펴보았다. 대학생은 수업을 위한 정보는 주로 인터넷 검색과 논문에서 주로 얻고 있었으며 대화형 인공지능을 이용하는 경우는 아직 미비함을 알 수 있었다. ChatGPT는 대부분 2023년 1학기에 처음 사용하였으며 대화형 인공지능 중 주로 ChatGPT를 사용하였다. ChatGPT는 정보의 정확성과 신뢰도면에서는 조금 부족하나 쉽고 빠르게 상호작용을 하면서 정보를 찾을 수 있어 편리하며 만족도가 높아 앞으로 ChatGPT를 보다 적극적으로 활용할 용의가 있었다. ChatGPT가 교육에 미치는 영향에 대해 학생들은 자기 주도적이며 질문을 통한 문제해결 태도와 정보에 대한 검증과정을 위해 모둠별 토의·토론을 통해 확인하는 협동수업의 과정을 학습자 스스로가 설정하는 것이 긍정적이라고 하였다. 그러나 표절과 저작권, 데이터 편향성, 최신 데이터 학습부족, 정확하지 않거나 잘못된 정보를 생성하는 등의 신뢰를 저하시키는 문제점이 있다는 것을 인식하였으며 이에 대한 보완이 필요하다고 하였다.

• Journal of Multimedia Information System
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• 제7권1호
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• pp.87-96
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• 2020

Parents' desire for daily English practice for students and the urge for a etter English education has led to a demand for a highly qualified educational curriculum. In addition to getting deep-dive insights into parents' decision-making process, the increasingly important role of STEM education method has been proved in accordance with plenty of evidenced-based many of previous research. This study was conducted to examine the five independent factors affecting parents' intentions when designating English centers for their children, respectively named: Facility, Teachers, Brands, Social factors and Tuition. Through a preliminary approach, 235 samples were analyzed. Analysis of the sample responses reveals the importance level of five independent factors affecting Parents' intention to choose English centers in descending order: Facilities, Teachers, Brands, Tuition and Social factors. Furthermore, a positive correlation was found between STEM and Intention to choose English centers, indicating that whether the center applies STEM-related curriculum in English courses or not, in fact, has a significant impact on parents' decision. In terms of attitude towards STEM, further statistical tests revealed an interesting finding, which is the fact that how STEM affects Intention of parents is directly proportional to the Attitude towards STEM. With the help of SPSS 20 and AMOS 20, the SEM analysis was processed in order to draw conclusions about factors impacting Intentions to choose English centers. Combining with Multi-group analysis, the major role of STEM education has been assessed in relation to plenty of correlations. In light of recent major and massive growth of English teaching market in Vietnam, several suggestions and recommendations in terms of sustainable developments have been displayed in this research.

• Journal of Multimedia Information System
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• 제5권4호
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• pp.283-290
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• 2018

Smarthome is one of the remarkable fields of the industrial revolution 4.0, which are popular in many countries such USA, EURO, Japan and Korea. However, how Vietnamese people are considering and having intension to use smarthome devices is still a question for marketers and researchers. This study develops a comprehensive research model that can explain potential customers' behavioral intentions to adopt and use Smarthome services in Viet Nam and figure which key factors affect the intention. This study proposes and validates a new theoretical model that extends the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2). The model consists of eight factors that affect one element (Behavioral Intention), specifically: Habits, Perceived usefulness, Perceived ease of use, Trust, Innovativeness Personal, Perceived value, Hedonic motivations and Social influences. Data were collected from 304 Vietnamese citizens by sending the email to survey questionnaire, direct contact with the experienced smarthome users. Through regression analysis, data from samples were analysed with SPSS 20 software and verification of hypotheses, the results show the key determinants affecting the intention to use smarthome appliances in Vietnam: Perceived Value, Social Influence, Perceived Usefulness, Perceived Ease of Use and Trust. From this result, several recommendations have been suggested to to smarthome devices vendors and marketer to improve products as well as marketing approaches to meet customer needs.