• Title/Summary/Keyword: Social language use

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Digital Forensic Investigation on Social Media Platforms: A Survey on Emerging Machine Learning Approaches

  • Abdullahi Aminu Kazaure;Aman Jantan;Mohd Najwadi Yusoff
    • Journal of Information Science Theory and Practice
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    • v.12 no.1
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    • pp.39-59
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    • 2024
  • An online social network is a platform that is continuously expanding, which enables groups of people to share their views and communicate with one another using the Internet. The social relations among members of the public are significantly improved because of this gesture. Despite these advantages and opportunities, criminals are continuing to broaden their attempts to exploit people by making use of techniques and approaches designed to undermine and exploit their victims for criminal activities. The field of digital forensics, on the other hand, has made significant progress in reducing the impact of this risk. Even though most of these digital forensic investigation techniques are carried out manually, most of these methods are not usually appropriate for use with online social networks due to their complexity, growth in data volumes, and technical issues that are present in these environments. In both civil and criminal cases, including sexual harassment, intellectual property theft, cyberstalking, online terrorism, and cyberbullying, forensic investigations on social media platforms have become more crucial. This study explores the use of machine learning techniques for addressing criminal incidents on social media platforms, particularly during forensic investigations. In addition, it outlines some of the difficulties encountered by forensic investigators while investigating crimes on social networking sites.

Comparisons of Awareness of Health Care Services and Characteristics in Persons with Speech-Language Disorder Related to Speech Therapy Use for Life Care : From National Survey of the Disabled Person of 2017 (라이프 케어를 위한 언어장애인의 언어치료 이용여부에 따른 특성 및 보건의료서비스 인식 비교 : 2017년 장애인 실태조사를 이용하여)

  • Kang, So-La;Moon, Jong-Hoon
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.3
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    • pp.249-258
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    • 2019
  • The health care services are the most basic social institutions that are provided to citizen including disabled persons for improvement of health. However, the study of the difference of health care services according to the speech therapy use in the people with speech-language disorders was insufficient. The aim of this investigation was to compare the awareness of health care services and characteristics of people with speech-language disorders according to speech therapy use. The researchers selected 229 people with language disorder using raw data of National Survey of the Disabled Person (2017). We compared the characteristics and health care services of people with speech-language disorders by distinguishing between speech therapy non-users and speech therapy users. Among the 229 people with language disorder, speech therapy users were 37 persons (16.2%). In comparison with non-users, users were younger, more preschoolers, more family incomes, and intellectual disabilities and autistic disorder were the most common types of disability enrollment. Users had a lower proportion of unmet medical needs than non-users. For the reasons of unmet medical need, there were 6.8% and 6.3% of the "economic reasons" and "communication difficulties" Both users and non-users responded that "disability management services" need to be strengthened by the government. In conclusion, we suggest that access to health care services needs to be increased to lower the barriers of speech therapy use.

The Use of Graphic Novels for Developing Multiliteracies (그래픽노블을 통한 다중문식성의 발달)

  • Yun, Eunja
    • Journal of English Language & Literature
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    • v.56 no.4
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    • pp.575-596
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    • 2010
  • The modes of narratives and communication have expanded due to social and cultural changes and technological development. Thus texts have become multimodal and media hybridities and media crossover have been increasing as well. Multimodality requires new literacy to understand and interpret those multimodal texts other than existing traditional literacy approaches. The New London Group (2000) argues that multiliteracies are needed to serve today's changing multimodal texts. Kress (2003) also argues, visual texts have been prevailing, being mingled with other modes of texts such as linguistic, audio, gestural, and spatial modes. Literary texts are not exception in this trend of multimodality. The recent renaissance of comics, in particular, the new light on graphic novels can be interpreted in this historical vein. In comparison to comics, no consensus has been made in defining graphic novels, however, many studies have been recently conducted in order to look into the potential of graphic novels in building multiliteracies. In this paper, the graphic novel as a literary genre are explored from a histocial perspective and the definition of graphic novels was attempted to be made. In the light of multiliteracies, this paper presented cases that show how graphic novels can be utilized to build multiliteracies. Lastly, the use of graphic novels for English as a foreign language was introduced as well. The author hopes that at the age of multimodality, the potential graphic novels have in language and literacy education can be taken into account by language teachers and students in expanding their territory of literacy.

A study of Korean language education and healing among middle-aged and older learners

  • Geon-su Im;Hyun-Yong Cho
    • CELLMED
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    • v.13 no.10
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    • pp.9.1-9.6
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    • 2023
  • This study aims to explore the potential of Korean language learning as a means of psychological healing and improving the quality of life for Japanese middle-aged and older learners. Results showed that Korean language learning could help alleviate various psychological issues experienced by middle-aged learners and contribute to enhancing their quality of life. Learning a foreign language is not just about acquiring information but also about meeting people who use the language and understanding and experiencing their culture. In particular, for Japanese middle-aged learners, Korean language learning can be advantageous as it can lead to the discovery or development of new hobbies or interests. Results also showed that Korean language learning increased learners' opportunities for interaction with others and enjoyment of learning new cultural customs. These positive outcomes suggest the need for discussion of teaching strategies that focus on psychological healing in foreign language education. Further clinical trials with participants who learn foreign languages for healing purposes may provide more conclusive evidence on the diverse effects of language learning on stress, anxiety, depression, self-development, social connections, and cognitive ability.

The effects of Korean Language Levels and Years of Residence in Korea on the Parenting Behaviors of Marriage-Immigrant Mothers : Focusing on the Mediating Roles of Parenting Knowledge and Acculturation Patterns (다문화가정 어머니의 한국어수준과 한국거주기간이 양육행동에 미치는 영향 : 양육지식과 문화적응 유형의 매개를 중심으로)

  • Jung, Sun Young
    • Korean Journal of Child Studies
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    • v.34 no.2
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    • pp.43-61
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    • 2013
  • This study examined the effects of Korean language levels and years of residence in Korea of marriage-immigrant mothers on their parenting behaviors. It also examined the mediating roles of parenting knowledge and acculturation patterns. To do this, this paper made use of data collected from 130 mothers participating in Multicultural Family Support Centers. The main findings are as follows. First, parenting knowledge did not mediate Korean language levels as well as years of residence in Korea and parenting behaviors. Second, years of residence in Korea indirectly affected parenting behaviors through the acculturation patterns of integration and assimilation but did not appear to do so directly. Third, Korean language levels did not have a linear relationship with acculturation. Fourth, higher Korean language levels were correlated with higher levels of overprotection of children.

Understanding a Mathematics Teacher Community through a Computational Text Analysis: Review of Changes in Mathematics Pedagogical Lexicons by Lee & Kim (2022)

  • Sunghwan Hwang;Eunhye Flavin
    • Research in Mathematical Education
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    • v.26 no.1
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    • pp.31-38
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    • 2023
  • Mathematics educators have emphasized the importance of language use in mathematics education. However, previous studies have predominantly focused on the spoken language used in mathematics classrooms, which provides limited information on the written language used by mathematics teachers. The written language reflects the characteristics of the teacher community and social, cultural, and political contexts. Moreover, the written language affects teachers' instructional practices and their students' mathematics learning experiences. Therefore, this study aims to review a study conducted by Lee and Kim (2022) investigating changes in mathematics teachers' pedagogical lexicons.

Sign Language Image Recognition System Using Artificial Neural Network

  • Kim, Hyung-Hoon;Cho, Jeong-Ran
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.2
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    • pp.193-200
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    • 2019
  • Hearing impaired people are living in a voice culture area, but due to the difficulty of communicating with normal people using sign language, many people experience discomfort in daily life and social life and various disadvantages unlike their desires. Therefore, in this paper, we study a sign language translation system for communication between a normal person and a hearing impaired person using sign language and implement a prototype system for this. Previous studies on sign language translation systems for communication between normal people and hearing impaired people using sign language are classified into two types using video image system and shape input device. However, existing sign language translation systems have some problems that they do not recognize various sign language expressions of sign language users and require special devices. In this paper, we use machine learning method of artificial neural network to recognize various sign language expressions of sign language users. By using generalized smart phone and various video equipment for sign language image recognition, we intend to improve the usability of sign language translation system.

The effects of SNS use and the individual differences on the social connectedness (개인 성향에 따른 SNS 이용과 사회적 연결 효과)

  • Lee, Youngwon
    • The Journal of the Convergence on Culture Technology
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    • v.5 no.3
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    • pp.215-227
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    • 2019
  • This study empirically explores the effects of SNS use and the individual differences as the self-esteem on the social connectedness. The study results show that the higher self-esteem, the more use the Instagram and the Kakao Talk, which implies that the individual who has the more pro-social propensity uses the more diverse SNS. In contrast, the twitter shows the opposite pattern compared to the Instagram and Kakao Talk in terms of the SNS use according to the degree of the self-esteem. It also shows that women use the more SNS and the cell phone compared to the men do, whereas men use the more Internet than women do. The study results show that the more SNS use and the higher self-esteem, the higher social connectedness. Among the diverse SNS, only the Instagram shows the statistically positive effect on the social connectedness, which implies that the more the Instagram use, the more active in off-line social meetings.

International Marriage Immigrant Women's Resources for Life Adjustment in Korea (결혼이주여성의 자원체계와 한국생활적응)

  • Hong, Sung-Hee
    • Journal of Family Resource Management and Policy Review
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    • v.17 no.2
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    • pp.121-145
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    • 2013
  • The purpose of this study is to understand married female immigrants' life adjustment process in Korea by explaining the resources to which they have access and how they use them. The data were collected through in-depth interviews with ten female participants who have more than one child, have participated in programs of the multicultural family support center, have work experience, can communicate with Koreans, and live in Daegu. The major findings are as follows. The participants' personal resources differed. English language skills were very useful resources for making money and for earning the respect of family members and others. However, the participants without English language skills had sincerely and actively tried to learn the Korean language and gain bilingual competence. The participants obtained diverse family resources from their husbands and parents-in-law after adapting themselves to perform their gender role. Further, the participants used the social resources offered by public support systems as a starting point for learning the Korean language in their early adaptation process, and formed personal networks with staff members at the multicultural family support center. The results show that the participants used many kinds of resources for acculturation by interacting positively with their environment. Moreover, the resources from diverse levels of their environments affected their acculturation process.

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An AI Service to support communication and language learning for people with developmental disability (발달장애인을 위한 커뮤니케이션과 언어 학습 증진을 위한 인공지능 서비스)

  • Park, Chan-Jun;Kim, Yang-Hee;Jang, Yoonna;Umadevi, G.R;Lim, Heui-Seok
    • Journal of the Korea Convergence Society
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    • v.11 no.6
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    • pp.51-57
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    • 2020
  • Children with language developmental disabilities often struggle through their lives from a lot of challenges in everyday life and social activities. They're often easily deprived of the opportunity to engage in social activities, because they find difficulty in understanding or using language, a core means of communication. With regard to this issue, AAC(Augmentative and Alternative Communication) can be an effective communication tool for children who are suffering from language disabilities. In this paper, we propose a deep learning-based AI service to make full use of the pictogram as an AAC tool for children with language developmental disabilities to improve not only the ability to interact with others but the capacity to understand language. Using this service, we strive to help these children to more effectively communicate their intention or desire and enhance the quality of life.