• Title/Summary/Keyword: Interactive Chatbot

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Development and Application of Artificial Intelligence STEAM Program for Real-time Interactive Online Class in Elementary Science - Focused on the Unit of 'Life of Plant' - (초등과학 실시간 쌍방향수업을 위한 인공지능 융합교육프로그램의 개발과 적용 - '식물의 생활' 단원을 중심으로 -)

  • Kim, Hye-Ran;Choi, Sun-Young
    • Journal of Korean Elementary Science Education
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    • v.40 no.4
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    • pp.433-442
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    • 2021
  • The purpose of this study is to develop an artificial-intelligence STEAM program for real-time interactive online class for elementary science and to analyze its effect on science academic achievement and creative problem-solving ability. The applied unit was 'Life of plant', a 4th grade science subject with high difficulty in teaching and learning mainly by memorization. The theme of the program is 'Creating a doctor of plant artificial intelligence chatbot'. The results of this study were as follows: The program developed in this study had a positive effect on elementary school students' science academic achievement and creative problem-solving ability. Therefore, the artificial intelligence STEAM program for elementary science interactive online class is effective in improving students' scientific academic achievement and creative problem-solving ability, and further research on artificial intelligence STEAM education theory, method, and practice is required.

Identifying Social Relationships using Text Analysis for Social Chatbots (소셜챗봇 구축에 필요한 관계성 추론을 위한 텍스트마이닝 방법)

  • Kim, Jeonghun;Kwon, Ohbyung
    • Journal of Intelligence and Information Systems
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    • v.24 no.4
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    • pp.85-110
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    • 2018
  • A chatbot is an interactive assistant that utilizes many communication modes: voice, images, video, or text. It is an artificial intelligence-based application that responds to users' needs or solves problems during user-friendly conversation. However, the current version of the chatbot is focused on understanding and performing tasks requested by the user; its ability to generate personalized conversation suitable for relationship-building is limited. Recognizing the need to build a relationship and making suitable conversation is more important for social chatbots who require social skills similar to those of problem-solving chatbots like the intelligent personal assistant. The purpose of this study is to propose a text analysis method that evaluates relationships between chatbots and users based on content input by the user and adapted to the communication situation, enabling the chatbot to conduct suitable conversations. To evaluate the performance of this method, we examined learning and verified the results using actual SNS conversation records. The results of the analysis will aid in implementation of the social chatbot, as this method yields excellent results even when the private profile information of the user is excluded for privacy reasons.

An Interactive AI Chatbot Providing Location Information Service (위치정보 서비스를 제공하는 대화형 AI 챗봇)

  • Ha, Jung hyun;Lee, Si hyun;Lee, So young;Kim, Hye min;Lee, Soo won
    • Proceedings of the Korea Information Processing Society Conference
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    • 2018.10a
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    • pp.696-698
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    • 2018
  • 본 연구에서는 메신저 플랫폼 상에서 위치정보 서비스를 제공하는 대화형 인공지능 챗봇(Chatbot)을 제안한다.별도의 애플리케이션에 들어가서 위치정보 서비스를 제공받던 기존 방식과는 달리 본 연구에서 제안하는 챗봇은 메시지 앱 내에서 대화형 방식으로 사용자에게 위치정보 서비스를 제공한다. 제안 챗봇은 Amazon Web Services 서버, Dialogflow API, ODSay API, 공공데이터 포탈 API 등을 통하여 구현되었다.

A Study on The Need for AI Literacy According to The Development of Artificial Intelligence Chatbot (인공지능 챗봇 발전에 따른 AI 리터러시 필요성 연구)

  • Cheol-Seung Lee;Hye-Jin Baek
    • The Journal of the Korea institute of electronic communication sciences
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    • v.18 no.3
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    • pp.421-426
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    • 2023
  • Among artificial intelligence convergence technologies, Chatbot is an artificial intelligence-based interactive system and refers to a system that can provide interaction with humans. Chatbots are being re-examined as chatbots develop into NLP, NLU, and NLG. However, artificial intelligence chatbots can provide biased information based on learned data and cause serious damage such as privacy infringement and cybersecurity concerns, and it is essential to understand artificial intelligence technology and foster AI literacy. With the continued evolution and universalization of artificial intelligence, AI Literacy will also expand its scope and include new areas. This study is meaningful in raising awareness of artificial intelligence technology and proposing the use of human respect technology that is not buried in technology by cultivating human AI literacy capabilities.

Development of cooking information service using KakaoTalk chatbot API (카카오톡 챗봇 API를 이용한 요리정보 제공 서비스 개발)

  • Kim, Ju-yeong;Han, So-hee;Park, Hyeon-min
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.11a
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    • pp.474-477
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    • 2017
  • 최근 모바일 메신저 챗봇 API를 이용한 서비스 시장이 활성화되고 있다. 챗봇은 대화형 인터페이스 상에서 규칙 또는 AI로 유저와의 인터랙션을 하는 서비스로 지도, 쇼핑, 금융 등의 앱들이 챗봇 안으로 흡수되어 앱이나 웹에 별도로 접속하지 않아도 된다는 이점이 있다. 챗봇에 필요한 자동응답 API는 대표적으로 텔레그램, 페이스북 메신저, 네이버 톡톡, 카카오톡과 같은 메신저 앱에서 구현 가능하다. 아직까지 카카오톡 메신저는 챗봇 구현 환경이 제한적이라는 단점이 있지만, 국내 메신저 사용시간 점유율 94%를 차지하여 유저 접근성이 뛰어나다. 따라서 이 서비스의 타겟층이 주부 및 1인 가구이므로 서비스 범위보다는 접근성을 기준으로 두고 메신저 앱을 카카오톡으로 선택했다. 본 논문은 카카오톡 자동응답 API를 이용한 대화형 서비스를 연구 및 개발하는데 중점을 두고 있다. 이 대화형 서비스는 요리에 관한 전반적인 정보를 제공하며, 서비스 이용자에게 간편한 요리환경을 제공할 수 있도록 한다. 다양한 세부 기능을 확장한다면 효율적인 대화형 서비스가 될 것으로 사료된다.

Perceptions of preservice teachers on AI chatbots in English education

  • Yang, Jaeseok
    • International Journal of Internet, Broadcasting and Communication
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    • v.14 no.1
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    • pp.44-52
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    • 2022
  • With recent scientific advances and growing interest in AI technologies, AI-based chatbots have been viewed as a practical learning aid for English language development. The purpose of this study is to examine preservice teachers' perceptions on the potential benefits of employing AI chatbots in English instruction and its pedagogical aspects. 28 preservice teachers majoring in English education were asked to use Kuki chatbots for a week with a guidance of a researcher and then report on their perceptions of AI chatbots in terms of perceived usefulness after use, applicability, and educational benefits and drawbacks. Emerging codes and themes were identified and evaluated using Thematic Analysis(TA) based on qualitative data from surveys and interviews. The findings show that six emerging themes were identified, encompassing perspectives on teacher, learner, communication, linguistic, affective, and assessment. The overall findings of this study revealed that AI-based chatbots can play a significant role as learning tools for stimulating interactive communication in a target language. Most preservice primary teachers acknowledge that AI chatbots can be useful as teaching and learning aids for both teachers and students. Furthermore, when applying various learner data to chatbot technology, such as learner assessment and diagnosis, a guided approach is necessary to perform a conversation appropriate for the learner's level and characteristics. Finally, as chatbots have a variety of benefits in terms of affective aspects, they may improve EFL learners' confidence in speaking English and learning motivation.

An interactive teachable agent system for EFL learners (대화형 Teachable Agent를 이용한 영어말하기학습 시스템)

  • Kyung A Lee;Sun-Bum Lim
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.3
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    • pp.797-802
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    • 2023
  • In an environment where English is a foreign language, English learners can use AI voice chatbots in English-speaking practice activities to enhance their speaking motivation, provide opportunities for communication practice, and improve their English speaking ability. In this study, we propose a teaching-style AI voice chatbot that can be easily utilized by lower elementary school students and enhance their learning. To apply the Teachable Agent system to language learning, which is an activity based on tense, context, and memory, we proposed a new method of TA by applying the Teachable Agent to reflect the learner's English pronunciation and level and generate the agent's answers according to the learner's errors and implemented a Teachable Agent AI chatbot prototype. We conducted usability evaluations with actual elementary English teachers and elementary school students to demonstrate learning effects. The results of this study can be applied to motivate students who are not interested in learning or elementary school students to voluntarily participate in learning through role-switching.

An Approach to Develop a Speech Recognition Speaker Using Chatbot for Senior Users (시니어 사용자를 위한 챗봇활용 음성인식 스피커 개발 방법)

  • Noh, Gunho;Lee, Kyoung Yong;Moon, Mikyeong
    • Journal of IKEEE
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    • v.22 no.2
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    • pp.330-338
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    • 2018
  • As population aging progresses, there is a growing demand for IT technology that can relieve the psychological anxiety of the elderly living alone, recognize the dangerous situation, and check the family members' affection. In this paper, we describe the development of a speech recognition speaker that enable senior users to give simple interactive commands by voice and monitor the status of the user. The speaker analyzes the user's voice, grasps the conversation contents through the chatbot, connects the desired service to the user, and provides the result again by voice. By using this speaker, senior users can feel relaxed by natural conversation, and can monitor the status of danger more easily.

Inducing Harmful Speech in Large Language Models through Korean Malicious Prompt Injection Attacks (한국어 악성 프롬프트 주입 공격을 통한 거대 언어 모델의 유해 표현 유도)

  • Ji-Min Suh;Jin-Woo Kim
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.34 no.3
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    • pp.451-461
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    • 2024
  • Recently, various AI chatbots based on large language models have been released. Chatbots have the advantage of providing users with quick and easy information through interactive prompts, making them useful in various fields such as question answering, writing, and programming. However, a vulnerability in chatbots called "prompt injection attacks" has been proposed. This attack involves injecting instructions into the chatbot to violate predefined guidelines. Such attacks can be critical as they may lead to the leakage of confidential information within large language models or trigger other malicious activities. However, the vulnerability of Korean prompts has not been adequately validated. Therefore, in this paper, we aim to generate malicious Korean prompts and perform attacks on the popular chatbot to analyze their feasibility. To achieve this, we propose a system that automatically generates malicious Korean prompts by analyzing existing prompt injection attacks. Specifically, we focus on generating malicious prompts that induce harmful expressions from large language models and validate their effectiveness in practice.

A Study on A Study on the University Education Plan Using ChatGPTfor University Students (ChatGPT를 활용한 대학 교육 방안 연구)

  • Hyun-ju Kim;Jinyoung Lee
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.1
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    • pp.71-79
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    • 2024
  • ChatGPT, an interactive artificial intelligence (AI) chatbot developed by Open AI in the U.S., gaining popularity with great repercussions around the world. Some academia are concerned that ChatGPT can be used by students for plagiarism, but ChatGPT is also widely used in a positive direction, such as being used to write marketing phrases or website phrases. There is also an opinion that ChatGPT could be a new future for "search," and some analysts say that the focus should be on fostering rather than excessive regulation. This study analyzed consciousness about ChatGPT for college students through a survey of their perception of ChatGPT. And, plagiarism inspection systems were prepared to establish an education support model using ChatGPT and ChatGPT. Based on this, a university education support model using ChatGPT was constructed. The education model using ChatGPT established an education model based on text, digital, and art, and then composed of detailed strategies necessary for the era of the 4th industrial revolution below it. In addition, it was configured to guide students to use ChatGPT within the permitted range by using the ChatGPT detection function provided by the plagiarism inspection system, after the instructor of the class determined the allowable range of content generated by ChatGPT according to the learning goal. By linking and utilizing ChatGPT and the plagiarism inspection system in this way, it is expected to prevent situations in which ChatGPT's excellent ability is abused in education.