• Title/Summary/Keyword: chat traffic

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An Exploratory Study on ChatGPT's Performance to Answer to Police-related Traffic Laws: Using the Driver's License Test and the Road Traffic Accident Appraiser (ChatGPT의 경찰 관련 교통법규 응답 능력에 대한 탐색적 연구 - 운전면허 학과시험과 도로교통사고감정사 1차 시험을 대상으로 -)

  • Sang-yub Lee
    • Journal of Digital Policy
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    • v.2 no.4
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    • pp.1-10
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    • 2023
  • This study conducted preliminary study to identify effective ways to use ChatGPT in traffic policing by analyzing ChatGPT's responses to the driver's license test and the road traffic accident appraiser test. I collected ChatGPT responses for the driver's license test item pool and the road traffic accident appraiser test using the OpenAI API with Python code for 30 iterative experiments, and analyzed the percentage of correct answers by test, year, section, and consistency. First, the average correct answer rate for the driver's license test and the for road traffic accident appraisers test was 44.60% and 35.45%, respectively, which was lower than the pass criteria, and the correct answer rate after 2022 was lower than the average correct answer rate. Second, the percentage of correct answers by section ranged from 29.69% to 56.80%, showing a significant difference. Third, it consistently produced the same response more than 95% of the time when the answer was correct. To effectively utilize ChatGPT, it is necessary to have user expertise, evaluation data and analysis methods, design a quality traffic law corpus and periodic learning.

Highlight Detection in Personal Broadcasting by Analysing Chat Traffic : Game Contests as a Test Case (채팅 트래픽 분석을 통한 개인방송 하이라이트 검출 : 게임 콘텐츠를 중심으로)

  • Kim, Eunyul;Lee, Gyemin
    • Journal of Broadcast Engineering
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    • v.23 no.2
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    • pp.218-226
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    • 2018
  • As the number of personal broadcasting contents is rapidly increasing, the demand for a service that provides highlights is growing. A highlight, a collection of interesting scenes, can improve the quality of viewing experience. In this paper, we propose a method to automatically detect highlights using only chat traffic information. We also propose evaluation methods the effectiveness of using chat traffic in highlight detection. We apply the detection algorithm to game broadcasting, which has larger audience, and demonstrate its performance.

Research On The Influence of We-Chat Applet On Improving User Experience

  • Liao, Kai;Wang, Junlin
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.8
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    • pp.221-227
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    • 2021
  • Since there are almost no scales for measuring the size of We-Chat applets, and most of the existing We-Chat applets are grafted through the original APP application, At present, the application scope of We-chat applets which is mainly in /shopping/life/food application. Thus, the purpose of this research is to focus on the iPhone app store, collect data on the top five of APP-STORE through users' comments and The high-frequency words will be obtained for statistics, and the variables of this study will be set up. Last, develop relevant Empirical research on the size and measurement scale of the We-Chat applet. Therefore, how to use We-Chat applets to improve user experience, we can create their own user private domain traffic for We-Chat applets and achieve long-term market competitiveness.

Designing and Implementing AI Chat-bot System for Small-business Owner (중소상인을 위한 AI 챗봇 플랫폼의 설계 및 구현)

  • Lee, Dae-Kun;Na, Seung-Yoo
    • The Journal of the Korea institute of electronic communication sciences
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    • v.13 no.3
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    • pp.561-570
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    • 2018
  • Artificial Intelligence is one of the technologies that are being discussed in the Fourth Industrial Revolution, attracting the attention from companies around the world and this technology is being applied to various industries such as education, finance, automobile, etc. AI integrated ChatBot is a system designed to respond to user questions according to defined response rules. This system is gradually expanded from simple inquiry responses for intelligent virtual assistant service, weather, traffic, schedule, etc. to service provisions through user pattern analysis, to solidify its position as a life-style service. As a result, research on AI integrated ChatBot platform has become necessary. Therefore, this study suggests the design and implementation of an intelligent chatbot service platform for small businesses.

Highlights Detection based on Chat Traffic in Personal Broadcasting (개인방송에서 채팅 트래픽을 기반으로 한 하이라이트 검출)

  • Kim, Eun-Yul;Lee, Gyemin
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2017.11a
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    • pp.60-63
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    • 2017
  • 최근 개인방송에 대한 관심이 증가하면서 개인 방송 제작자와 콘텐츠의 수가 급증하고 있다. 이에 시청자의 선택이 용이하도록 방송 내용 중 흥미를 끌 만한 장면을 모아 하이라이트를 제공하는 서비스에 대한 요구가 커지고 있다. 본 논문에서는 전문 편집자나 편집 기술 없이 자동으로 하이라이트를 검출하는 방법을 제시한다. 제안하는 알고리즘은 개인 방송의 채팅 정보를 이용하며, 시간에 따른 채팅의 빈도 변화를 통해 하이라이트 구간을 검출한다. 검출 알고리즘은 시청자 선호도가 높은 게임 방송에 적용하여 그 성능을 확인하였다.

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Design and Implementation of IoT Chatting Service Based on Indoor Location (실내 위치기반 사물인터넷 채팅 서비스 설계 및 구현)

  • Lee, Sunghee;Jeong, Seol Young;Kang, Soon Ju;Lee, Woo Jin
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39C no.10
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    • pp.920-929
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    • 2014
  • Recently, embedded system which demand is explosively increasing in the fields of communication, traffic, medical and industry facilities, expands to cyber physical system (CPS) which monitors and controls the networked embedded systems. In addition, internet of things(IoT) technology using wearable devices such as Google Glass, Samsung Galaxy Gear and Sony Smart Watch are gaining attention. In this situation, Samsung Smart Home and LG Home Chat are released one after another. However, since these services can be available only between smart phones and home appliances, there is a disadvantage that information cannot be passed to other terminals without commercial global messaging server. In this paper, to solve above issues, we propose the structure of an indoor location network based on unit space, which prevents the information of the devices or each individual person from leaking to outside and can selectively communicate to all existent terminals in the network using IoT chatting. Also, it is possible to control general devices and prevent external leakage of private information.

Real-time wireless Audio/video Transmission Technique for Handheld Devices (휴대용 단말기를 위한 실시간 무선 영상 음성 전송 기술)

  • Yoon, Kyung-Seob
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.4
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    • pp.111-117
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    • 2009
  • Improvement of Wireless internet and handheld devices makes it possible that users can use various multimedia services. But, access point devices are needed while using handheld devices, and those devices use virtual network address for networking. For that reason, end-users hardly use the 1:1 voice or video chat, and messenger service that require direct communications between devices. Also, service providers need central server for relaying packets from terminals to others, the traffic and costs of relaying go high, so real-time massive data transmission services are restrictively provided. In this study, we apply TCP/UDP hole punching technique to those applications. And we implement service that supports real-time multimedia direct transmission between equipments that use virtual network addresses.