• Title/Summary/Keyword: recommendation algorithm

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A Study on Human-friendly Path Decision using Fuzzy Logic (퍼지 로직을 이용한 인간 친화적인 경로 설정에 관한 연구)

  • Choi, Woo-Kyung;Kim, Seong-Joo;Jeon, Hong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.16 no.5
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    • pp.616-621
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    • 2006
  • Recently many cars are equipping a navigation system. The main purpose of the early system guides a user through the route. A navigation system includes various abilities by development of various technologies and it has given more convenience to user. It can play various records on the tape and announces which are useful information about each road. Also it can use various multi-media contents by DMB device during driving. However, guide function of basic and important road in the navigation system has not grown greatly yet. In this paper, we proposed recommendation method of human-friendly road considering user's condition through various information of outside environment, user's velocity intention, a driver's emotion and a preference of the road. Modules consists of hierarchical structure that can easily correct and add each algorithm and those use fuzzy logic algorithm.

Design and Implementation of 4D-8PSK TCM Simulator for Satellite Communication Systems (4D-8PSK TCM 위성통신 시스템 시뮬레이터 설계 및 구현)

  • Kim, Dohwook;Kim, Joongpyo;Kim, Sanggoo;Yoon, Dongweon
    • The Journal of Korean Institute of Information Technology
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    • v.17 no.3
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    • pp.31-41
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    • 2019
  • In this paper, we design and implement the simulator for the transmitter and receiver of 4D-8PSK TCM with 2.0, 2.25, 2.5, and 2.75 bits/symbol-channel transmission efficiency recommended by the CCSDS for satellite communications, and then analyze the BER performance of 4D-8PSK TCM system in AWGN channel. The transmitter of 4D-8PSK TCM is designed in accordance with the recommendation in the CCSDS standard. Meanwhile, for the receiver design of 4D-8PSK TCM, we design the differential decoder generalizing the differential encoder/decoder scheme. The trellis decoding algorithm is designed by applying the auxiliary trellis information and the Viterbi algorithm, and an 8-dimensional constellation mapper equation given in the CCSDS standard is deconstructed to design constellation mapper. Especially, we present the optimized receiver for 4D-8PSK TCM system by investigating the BER performances for the traceback lengths in the Viterbi decoder through computer simulations..

The Perception of Gorpcore Look Using Big Data (빅 데이터를 활용한 고프코어 룩에 대한 인식)

  • Ji-Woo Kim;Jeong-Mee Kim
    • Journal of the Korea Fashion and Costume Design Association
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    • v.25 no.4
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    • pp.77-92
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    • 2023
  • The purpose of this study is to investigate the public perception of Gorpcore through Big Aata analytics. The study was conducted based on the collection of Big Data on the word 'Gorpcore' through Textom from July 24, 2017 to March 31, 2023. As a result, 63,386 words were collected from a total of 18,879 posts, and the top 50 words were determined based on frequency of appearance. Based on the collected words, centrality measures and CONCOR algorithm were performed in Ucinet 6. The research results are as follows. 1) The frequency of appearance was high in the order of 'Gorpcore look', 'fashion', 'coordination', 'clothes', 'outdoor', 'Musinsa', 'look', 'trend', 'brand' and 'ahjussi (middle-aged old man in Korean)'. These words had high TF-IDF scores, which leads to the conclusion that these are key words that are recognized as important. 2) Network centrality shows that 'Gorpcore look', 'fashion', 'outdoor', 'coordination', 'clothes', 'trend', 'look' and 'style' have a high correlation with other words. Through this, it was found that the public thinks it is important to create a variety of fashions by styling high-performance outdoor wear and casual wear, and that they are highly interested in clothes and in brands leading the Gorpcore trend. 3) As a result of the CONCOR algorithm, four significant groups were formed. The words that appear in each group are as follows. Group 1 - 'outdoor', 'Gorp', 'Normcore', 'hiking', 'functionality', 'new', 'sports', 'casual wear', 'activity', 'generation', 'collaboration'. Group 2 - 'fashion', 'trend', 'look', 'brand', 'style', 'shoes', 'ugly', 'item', 'trend', 'product', 'Salomon', 'padded jacket', 'stylishness', 'utilization', 'Winter', 'street', 'design', 'retro', 'popular', 'styling'. Group 3 - 'Gorpcore look', 'coordination', 'Musinsa', 'windbreaker', 'recommendation', 'Arcteryx', 'pants', 'man'. Group 4 - 'clothes' 'ahjussi', 'jacket', 'launching', 'spring', 'The North Face', 'collection', 'utility', 'jumper'. As a result, it can be seen that the Gorpcore is also regarded as a part of outdoor, fashion, coordination, and casual wear.

A Collaborative URL Tagging Scheme using Browser Bookmark Categories as Keyword Support for Webpage Sharing (브라우저 북마크 분류를 키워드로 사용하는 웹페이지 공유를 위한 협동적 URL 태깅 방식)

  • Encarnacion, Nico;Yang, Hyun-Ho
    • The Journal of the Korea institute of electronic communication sciences
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    • v.8 no.12
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    • pp.1911-1916
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    • 2013
  • One significant challenge that arises in social tagging systems is the rapid increase in the number and diversity of the tags. As opposed to structured annotation systems, tags provide users an unstructured, open-ended mechanism to annotate and organize web-content. In this paper, we propose a scheme for URL recommendation that is based on a folksonomy which is comprised of user-defined tags, URL-keywords and the category folder name as the major element. This scheme will be further improved and implemented on a browser extension that recommends to users the best way to classify a particular URL.

Extracting Melodies from Polyphonic Piano Solo Music Based on Patterns of Music Structure (음악 구조의 패턴에 기반을 둔 다음(Polyphonic) 피아노 솔로 음악으로부터의 멜로디 추출)

  • Choi, Yoon-Jae;Lee, Ho-Dong;Lee, Ho-Joon;Park, Jong C.
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.725-732
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    • 2009
  • Thanks to the development of the Internet, people can easily access a vast amount of music. This brings attention to application systems such as a melody-based music search service or music recommendation service. Extracting melodies from music is a crucial process to provide such services. This paper introduces a novel algorithm that can extract melodies from piano music. Since piano can produce polyphonic music, we expect that by studying melody extraction from piano music, we can help extract melodies from general polyphonic music.

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A Study on the Search Behavior of Digital Library Users: Focus on the Network Analysis of Search Log Data (디지털 도서관 이용자의 검색행태 연구 - 검색 로그 데이터의 네트워크 분석을 중심으로 -)

  • Lee, Soo-Sang;Wei, Cheng-Guang
    • Journal of Korean Library and Information Science Society
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    • v.40 no.4
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    • pp.139-158
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    • 2009
  • This paper used the network analysis method to analyse a variety of attributes of searcher's search behaviors which was appeared on search access log data. The results of this research are as follows. First, the structure of network represented depending on the similarity of the query that user had inputed. Second, we can find out the particular searchers who occupied in the central position in the network. Third, it showed that some query were shared with ego-searcher and alter searchers. Fourth, the total number of searchers can be divided into some sub-groups through the clustering analysis. The study reveals a new recommendation algorithm of associated searchers and search query through the social network analysis, and it will be capable of utilization.

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Adaptive rate control for video communication (동영상 통신을 위한 적응 비트율 제어)

  • 김학수;정연식
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.9A
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    • pp.1383-1391
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    • 1999
  • This paper presents a rate control method that minimizes global distortion under given target bit rates for video communication. This method makes the quality of reconstructed images better than that of the conventional ones based on R-D model at the same bit rates. Given a set of quantizers, a sequence of macroblocks to be quantized selects the optimal quantizer for each macroblock so that the total cost measure is minimized and the finite buffer is never in overflow. To solve this problem we provide a heuristic algorithm based on Lagrangian optimization using an operational rate-distortion framework and a quantization method follows H.263recommendation.

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A Robust Image Watermarking Algorithm and System Architecture for Semi-fingerprinting (Semi-fingerprinting을 위한 강인한 이미지 워터마킹 알고리즘 및 시스템 구조)

  • Joung, Gil-Ho;Lee, Han-Ho;Eom, Young-Ik
    • The KIPS Transactions:PartD
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    • v.10D no.2
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    • pp.309-316
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    • 2003
  • In this paper, we propose a new watermarking method based on spread spectrum and a semi-fingerprinting system architecture that can be built using our robust watermarking method. Especially, we describe a method that extends the application area of watermarking technology to more practical application domains by applying the watermarking technology that has been focused mainly on copyright protection to fingerprinting area. Our proposed watermarking scheme uses the method that inserts more data by using random number shifting method. We improved the reliability of acquired data with 20-bits CRC code and 60-bits inserted information. In addition, we designed the system architecture based on the recommendation of cIDf (content ID forum) in order to apply the system on the semi-fingerprinting area.

Open Korean WordNet (KWN): Dictionary-based Semi-Automatic Development (한국어 오픈 워드넷 (KWN) : 사전 기반의 반자동 구축)

  • Lee, In Keun;Hwang, Dosam;Hahm, Younggyun;Choi, Key-Sun
    • Annual Conference on Human and Language Technology
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    • 2014.10a
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    • pp.193-196
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    • 2014
  • 본 논문에서는 사전자원에 기반한 한국어 워드넷(Open Korean WordNet: KWN)의 반자동 구축 방법을 제안한다. 제안한 방법에서는 각 전문분야별로 분류된 영어-한국어 대역사전, 일본어-한국어 대역사전을 이용하여 영어 워드넷(Princeton WordNet 3.0)과 일본어 워드넷(Japanese WordNet 1.1)의 어휘를 번역하였다. 그리고 번역 결과의 애매성을 해소하기 위하여, (1)영어와 일본어에 대한 한국어 대역어의 중복 여부, (2)사전의 분야 정보와 워드넷의 계층구조를 고려하였다. 제안한 방법으로 117,659 개의 워드넷 synset 중 63,221 개(약 54 %)의 synset에 대한 자동번역을 수행하여 한국어 워드넷을 구축하였다. 그리고 워드넷 synset의 정의문은 한국어 사전의 정의문을 참조하여 한글화 할 수 있도록 하고, 이 과정을 지원하기 위한 정의문 추천 알고리즘을 제안한다. 제안한 방법에 기반하여 전문가들이 상호 협력하여 한국어 워드넷을 구축할 수 있는 시스템을 개발한다.

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Design of Bi-directional Recommend Calligraphy Contents Open-market Platform (양방향 추천 캘리콘텐츠 오픈마켓 플랫폼 설계)

  • So, Kyoungyoung;Lee, Yoonhan;Moon, Kyounghee;Ko, Kwangman
    • Journal of Korea Multimedia Society
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    • v.18 no.12
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    • pp.1586-1593
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    • 2015
  • Calligraphy contents(shortly called, CalliContents) depict the feature of communication media with artistic sentences or drawings before being processed into digital contents to become printed advertisement, visual design and entertainment products. As a fast growing business model, they can be applied to every single scope of all fields these days and each application case presented excellent effects to grab consumers' attention immediately. In this paper, we designed and produced an emotional bi-directional recommendation DIY calligraphy contents platform to consume created cultural contents and boost personalized contents industry that meets consumer's needs through both wired and wireless-based software with convergence of artistic and emotional calligraphy contents and ICT. For this works, we established for DIY calligraphy consumers a foundation of a virtuous circle of the CalliContents where various CalliContents are provided in on and offline environment and a third party target is opened at the CalliContents platform