• Title/Summary/Keyword: Comment system

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A Study on Automatic Comment Generation Using Deep Learning (딥 러닝을 이용한 자동 댓글 생성에 관한 연구)

  • Choi, Jae-yong;Sung, So-yun;Kim, Kyoung-chul
    • Journal of Korea Game Society
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    • v.18 no.5
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    • pp.83-92
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    • 2018
  • Many studies in deep learning show results as good as human's decision in various fields. And importance of activation of online-community and SNS grows up in game industry. Even it decides whether a game can be successful or not. The purpose of this study is to construct a system which can read texts and create comments according to schedule in online-community and SNS using deep learning. Using recurrent neural network, we constructed models generating a comment and a schedule of writing comments, and made program choosing a news title and uploading the comment at twitter in calculated time automatically. This study can be applied to activating an online game community, a Q&A service, etc.

Design and Implementation of a LSTM-based YouTube Malicious Comment Detection System (유튜브 악성 댓글 탐지를 위한 LSTM 기반 기계학습 시스템 설계 및 구현)

  • Kim, Jeongmin;Kook, Joongjin
    • Smart Media Journal
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    • v.11 no.2
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    • pp.18-24
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    • 2022
  • Problems caused by malicious comments occur on many social media. In particular, YouTube, which has a strong character as a medium, is getting more and more harmful from malicious comments due to its easy accessibility using mobile devices. In this paper, we designed and implemented a YouTube malicious comment detection system to identify malicious comments in YouTube contents through LSTM-based natural language processing and to visually display the percentage of malicious comments, such commentors' nicknames and their frequency, and we evaluated the performance of the system. By using a dataset of about 50,000 comments, malicious comments could be detected with an accuracy of about 92%. Therefore, it is expected that this system can solve the social problems caused by malicious comments that many YouTubers faced by automatically generating malicious comments statistics.

TRIB : A Clustering and Visualization System for Responding Comments on Blogs (TRIB: 블로그 댓글 분류 및 시각화 시스템)

  • Lee, Yun-Jung;Ji, Jung-Hoon;Woo, Gyun;Cho, Hwan-Gue
    • The KIPS Transactions:PartD
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    • v.16D no.5
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    • pp.817-824
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    • 2009
  • In recent years, Weblog has become the most typical social media for citizens to share their opinions. And, many Weblogs reflect several social issues. There are many internet users who actively express their opinions for internet news or Weblog articles through the replying comments on online community. Hence, we can easily find internet blogs including more than 10 thousand replying comments. It is hard to search and explore useful messages on weblogs since most of weblog systems show articles and their comments to the form of sequential list. In this paper, we propose a visualizing and clustering system called TRIB (Telescope for Responding comments for Internet Blog) for a large set of responding comments for a Weblog article. TRIB clusters and visualizes the replying comments considering their contents using pre-defined user dictionary. Also, TRIB provides various personalized views considering the interests of users. To show the usefulness of TRIB, we conducted some experiments, concerning the clustering and visualizing capabilities of TRIB, with articles that have more than 1,000 comments.

Improvement of Reliability in V5.2 Link Identification Procedure (V5.2 링크 식별 절차의 신뢰성 향상 방안)

  • 이충돈;김영화방효찬최승욱
    • Proceedings of the IEEK Conference
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    • 1998.10a
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    • pp.249-252
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    • 1998
  • ETSI(European Telecommunications Standards Institute) 300 34701, ITU-T(International Telecommunication Union) G.965 recommended PSTN, CONTROL, LINK CONTROL, BCC, PROTECTION protocols on V-Interfaces. But it is possible to occur misalignment between LE(Local Exchange) and AN(Access Network), especially in link identification procedure because there isn't any comment about V5.2 system management. In this paper we propose S/W guard timer to improve reliability in V5.2 link identification procedure in scope of Recommendation.

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Development of Digital Endoscopic Image Processing System (디지탈 내시경 영상처리 시스템의 개발)

  • 송철규;이영묵
    • Journal of Biomedical Engineering Research
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    • v.18 no.2
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    • pp.121-126
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    • 1997
  • Endoscopy has become a crucial diagnostic and therapeutic procedure in clinical areas. Over the past three years, we have developed a computerized system to record and store clinical data pertaining to endoscopic surgery of laparascopic cholecystectomy, pelviscopic endometriosis, and surgical arthroscopy. In this study, we developed a computer system, which is composed of a frame yabber, a sound board, a VCR control board, a LAN card and EDMS(endoscopic data management software. Also, computer system has controled peripheral instruments such as a color video printer, a video cassette recorder, and endoscopic input/output signals(image and doctor's comment). Digital endoscopic data management system is based on open architecture and a set of widely available industry standards, namely: windows 3.1 as a operating system, TCP/IP as a network protocol and a time sequence based database that handles both images and doctor's cotnments. For the purpose of data storage, we used MOD and CD-R. Digital endoscopic system was designed to be able to store, recreate, change, and compress signals and medical images.

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Active Vibration Control of Structure Using LMI Optimization Design of Robust Saturation Controller (강인 포화 제어기의 LMI 최적 설계를 이용한 구조물의 능동 진동 제어)

  • Park, Young-Jin;Moon, Seok-Jun;Lim, Chae-Wook
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.16 no.3 s.108
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    • pp.298-306
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    • 2006
  • In our previous paper, we developed a robust saturation controller for the linear time-invariant (LTI) system involving both actuator's saturation and structured real parameter uncertainties. This controller can only guarantee the closed-loop robust stability of the system in the presence of actuator's saturation. But we cannot analytically make any comment on control performance of this controller. In this paper, we suggest a method to use linear matrix inequality (LMI) optimization problem which can analytically explain control performance of this robust saturation controller only in nominal system. The availability of design method using LMI optimization problem for this robust saturation controller is verified through a numerical example for the building with an active mass damper (AMD) system.

A Cooperation System Supporting Web-based Asynchronous/Synchronous Social Activities (웹 기반 비동기/동기 사회활동을 지원하는 협력 시스템)

  • Choi, Jong Myung;Lee, Sang Don;Jung, Seok Won
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.5 no.2
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    • pp.39-49
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    • 2009
  • In this paper, we classify web-based social network into two types: open and community, and model user behavior in social activities. After that, we also propose the combination of instant messaging and web system as the method of support asynchronous/synchronous social activities. Furthermore, we introduce ImCoWeb prototype system that supports both asynchronous social activities (ex. social bookmark, comment, rate, and data share) and synchronous ones (ex. real-time communication, file transfer, co-browsing, and co-work). Because it is built on the existing instant messaging, it reduces costs by reusing the facilities such as session management, user management, and security of instant messaging.

a Prototype System for collaborative Authoring Over a Network (네트워크 상에서의 공동저작 프로토타입 시스템)

  • Kim, Cha-Jong
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.4
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    • pp.1009-1021
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    • 1999
  • This paper describes the design principles and structure of a prototype system for collaborative authoring over a wide area network. The system includes extensive support for commenting and comment review, facilities for document space navigation, and tools for controlling and monitoring work group activity, including document locking and activity recording. The operational prototype provides a testbed for the examination of human computer interaction, group interaction, group support, document structures, and the problem and the history of efforts to address it.

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Performance Evaluation of English word Pronunciation Correction system (한국인을 위한 영어 발음 교정 시스템에 대한 성능 평가)

  • Kim Mujung;Kim Hyosook;Kim Byunggi
    • Proceedings of the KSPS conference
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    • 2003.05a
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    • pp.71-74
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    • 2003
  • In this paper, we present some of experimental results developed in computer-based English Pronunciation Correction System for Korean speakers. The aim of the system is to detect incorrectly pronounced phonemes in spoken words and to give correction comment to users. Speech data were collected from 254 native speakers and 411 Koreans, then used for phoneme modeling and test. We built two types of acoustic phoneme models: native speaker model and Korean speaker model. We also built langugage models to reflect Koreans' commonly occurred mispronunications. The detection rate was over 90% in insertion/deletion/replacement of phonemes, but we got under 75% detection rate in diphthong split and accents.

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