• Title/Summary/Keyword: Information Retrieval Engine

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A Design of Matching Engine for a Practical Query-by-Singing/Humming System with Polyphonic Recordings

  • Lee, Seok-Pil;Yoo, Hoon;Jang, Dalwon
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.2
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    • pp.723-736
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    • 2014
  • This paper proposes a matching engine for a query-by-singing/humming (QbSH) system with polyphonic music files like MP3 files. The pitch sequences extracted from polyphonic recordings may be distorted. So we use chroma-scale representation, pre-processing, compensation, and asymmetric dynamic time warping to reduce the influence of the distortions. From the experiment with 28 hour music DB, the performance of our QbSH system based on polyphonic database is very promising in comparison with the published QbSH system based on monophonic database. It shows 0.725 in MRR(Mean Reciprocal Rank). Our matching engine can be used for the QbSH system based on MIDI DB also and that performance was verified by MIREX 2011.

A Study on the Retrieval Effectiveness in the Search Engines Using Data Mining Techiniques (데이터마이닝기법을 이용한 검색엔진의 검색효율성 측정에 관한 연구)

  • 김성희;이수연
    • Journal of Korean Library and Information Science Society
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    • v.31 no.4
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    • pp.191-212
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    • 2000
  • This study is intlded to ampre the effectiveness of the Northemlight and Google, which are based on Datamining kdmique with a Metacrawler, one of metasearch engines. As a result, searches responding to queries in the Northemlight and Google produced a higher precision and recall as comparrd with searches nspcdhg to queries in the metacrawler. The results show that the Datamining techniques can help improve information retrieval effectinveness.

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A Study on the Implementation of Information Extraction Agency for Ship Sale and Purchase using Content Based Retrieval (내용기반 검색을 이용한 선박매매 정보추출 에이전트의 구현에 관한 연구)

  • Ha, Chang-Seung;Jung, Lee-Sang
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.1 s.45
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    • pp.43-50
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    • 2007
  • Delay in the process of Information Extraction, IE, is largely due to inability to correctly recognize the user's information requirement of particular search factors. Especially if the wrapper rules are used in a search engine, the search generally fails to classify internet documents properly and efficiently since the application of the same wrapper rules lacks extensibility throughout various types of existing internet document. In case of buying or selling a ship, if the price range, type. place of delivery, inspection site and other information relevant to the sales would be available through the internet for proper retrieval the sales could more readily succeed by using Ontology relating to sales or purchase information and by selectively searching for the desired information through the content based retrieval system. This system proposes to improve various wrapper systems existing throughout different internet sites and to eliminate unnecessary information tagged on the existing internet documents in order to create a more advanced information retrieval system.

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A Design and Implementation of Robot Control Policy for Domain Administration-Oriented Search Engine (로봇 제어 정책을 이용한 영역관리지향 검색시스템 설계 및 구현)

  • Park, Kyoo-Seok;Kim, Chang-Geun;Kim, Seong-Hoo;Kim, Il
    • Journal of Korea Multimedia Society
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    • v.2 no.1
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    • pp.1-8
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    • 1999
  • To provide information service with time constraints, it is required to support real-time information system for retrieval and update of distributed information. In this paper, we propose an information retrieval system model for internet. We design and implement a Domain Administration-Oriented search engine for the regional information network. Accordingly, an intelligent robot gathering and updating distributed information is implemented. And, in order to improves the performance of the system, a realtime robot control policy based on the loads of network and web server is proposed.

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A Study on the Crawling and Classification Strategy for Local Website (로컬 웹사이트의 탐색전략과 웹사이트 유형분석에 관한 연구)

  • Hwang In-Soo
    • Journal of Information Technology Applications and Management
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    • v.13 no.2
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    • pp.55-65
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    • 2006
  • Since the World-Wide Web (WWW) has become a major channel for information delivery, information overload also has become a serious problem to the Internet users. Therefore, effective information searching is critical to the success of Internet services. We present an integrated search engine for searching relevant web pages on the WWW in a certain Internet domain. It supports a local search on the web sites. The spider obtains all of the web pages from the web sites through web links. It operates autonomously without any human supervision. We developed state transition diagram to control navigation and analyze link structure of each web site. We have implemented an integrated local search engine and it shows that a higher satisfaction is obtained. From the user evaluation, we also find that higher precision is obtained.

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Design and Implementation of “Concept Wizard” Supporting Query Formulation with Concept Term Expansion (개념 검색어 확장을 통해 질의 형식화를 도와주는 “개념 마법사”의 설계 및 구현)

  • Kang, Hyun-Kyu
    • The KIPS Transactions:PartB
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    • v.9B no.4
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    • pp.437-444
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    • 2002
  • There are some important that development of tools to retrieve information by simple operation in large of nave users in the world wide web. In general, query formulation method and operators are variety, not easy to formulate query in information retrieval system or web based retrieval engine. In this paper, we propose "Concept Wizard" to support query formulation with concept term expansion in natural language query information retrieval system. The Concept Wizard are interactively supporting query formulation using thesaurus and Providing plug-in on the web.

Ontology-Based Information Retrieval for Cultural Assets Information (문화재 정보의 온톨로지 기반 검색시스템)

  • Baek Seung-Jae;Cheon Hyeon-Jae;Lee Hong-Chul
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.3 s.35
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    • pp.229-236
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    • 2005
  • The Semantic Web enables machines to achieve an effective retrieval, integration, and reuse of web resources. The keyword search method currently used has a limit to accurate search results because of a simple string matching method in web environment. This paper proposes an Ontology-Based Information Retrieval which can solve the problems and retrieve better search results through semantic relations. In this system, we implemented the Cultural Assets Ontology based on OWL with RDQL and Jena API. we also suggest a method to handle properties stored in a database.

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Design and Implementation of the Video Query Processing Engine for Content-Based Query Processing (내용기반 질의 처리를 위한 동영상 질의 처리기의 설계 및 구현)

  • Jo, Eun-Hui;Kim, Yong-Geol;Lee, Hun-Sun;Jeong, Yeong-Eun;Jin, Seong-Il
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.3
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    • pp.603-614
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    • 1999
  • As multimedia application services on high-speed information network have been rapidly developed, the need for the video information management system that provides an efficient way for users to retrieve video data is growing. In this paper, we propose a video data model that integrates free annotations, image features, and spatial-temporal features for video purpose of improving content-based retrieval of video data. The proposed video data model can act as a generic video data model for multimedia applications, and support free annotations, image features, spatial-temporal features, and structure information of video data within the same framework. We also propose the video query language for efficiently providing query specification to access video clips in the video data. It can formalize various kinds of queries based on the video contents. Finally we design and implement the query processing engine for efficient video data retrieval on the proposed metadata model and the proposed video query language.

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Ontology based Retrieval System for Cultural Assets Using Hybrid Text-Sketch Queries (혼합형 질의 방법에 의한 온톨로지 기반 유물 검색 시스템)

  • Cheon Hyeon-Jae;Baek Seung-Jae;Lee Hong-Chul
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.5 s.37
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    • pp.17-26
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    • 2005
  • With the rapidly Slowing information, the research on the effcient information retrieval is increasing. Most of the retrieval systems for domestic cultural assets on the web have adopted a keyword-based search method. Those systems have required users to know the exact information about cultural assets such as name, keyword, etc. However, it is not easy to search the cultural assets with little information or only a remembrance of the shape. In this paper, we propose the retrieval system for cultural assets using both ontology-based and sketch-based search method to solve the Problems of existing systems. Our retrieval system allows users to use both text and sketch for a Query regardless of the type of information about cultural assets and to search in results using the ontology.

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A Method of Color KANSEI Information Extraction in Video Data (비디오 데이터에서의 컬러 감성 정보 추출 방법)

  • Choi, Jun-Ho;Hwangi, Myung-Gwon;Choi, Chang;Kim, Pan-Koo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.10a
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    • pp.532-535
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    • 2008
  • The requirement of Digital Culture Content(Movie, Music, Animation, Digital TV, Exhibition and etc.) is increasing so variety and quantity of content is also increasing. The Movie what majority of the digital Content is developing of technology and data. In the result, the efficient retrieval service has required and user want to use a recommendation engine and semantic retrieval methods through the recommendation system. Therefore, this paper will suggest analysing trait element of digital content data, building of retrieval technology, analysing and retrieval technology base on KANSEI vocabulary and etc. For the these, we made a extraction technology of trait element based on semantics and KANSEI processing algorithm based on color information.

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