• Title/Summary/Keyword: Information Retrieval Technique

Search Result 344, Processing Time 0.029 seconds

A Study on the Effect of Data Fusion on the Retrieval Effectiveness of Web Documents (데이터 결합이 웹 문서 검색성능에 미치는 영향 연구)

  • Park, Ok-Hwa;Chung, Young-Mee
    • Journal of Information Management
    • /
    • v.38 no.1
    • /
    • pp.1-19
    • /
    • 2007
  • This study investigates the effect of data fusion on the retrieval effectiveness by performing an experiment combining multiple representations of Web documents. The types of document representation combined in the study include content terms, links, anchor text, and URL. The experimental results showed that the data fusion technique combining document representation methods in Web environment did not bring any significant improvement in retrieval effectiveness.

Information Retrieval Tools as Predictors for Information Resources Utilization in Academic Libraries in Nigeria

  • David-West, Boma Torukwein
    • International Journal of Knowledge Content Development & Technology
    • /
    • v.10 no.3
    • /
    • pp.21-31
    • /
    • 2020
  • The study examined information retrieval tools as predictors for information resources utilization, four research questions, and four hypotheses were made to guide the study. A descriptive survey was adopted for the study. Random sampling technique was used to select sample of 393 from a population of 557 academic staff registered in the University of Port Harcourt library. The questionnaire was adopted as a data collection instrument titled Information retrieval as predictors for information resources utilization (IRPIRUQ). Data were analyzed using both simple and multiple regression while analysis of variance (ANOVA) associate with regression was used for testing the hypotheses at 0.05 alpha level. The study revealed that information resources are under utilized as the OPAC and Online Databases are not easily accessed. Further findings showed that the academic staff made use of internet search engines more often than the OPAC and online databases. It was recommended among others that a new library software be installed in place of KOHA for wider connectivity and adequate distribution of software that will aid usage of the online databases and OPAC.

The Extraction of Effective Index Database from Voice Database and Information Retrieval (음성 데이터베이스로부터의 효율적인 색인데이터베이스 구축과 정보검색)

  • Park Mi-Sung
    • Journal of Korean Library and Information Science Society
    • /
    • v.35 no.3
    • /
    • pp.271-291
    • /
    • 2004
  • Such information services source like digital library has been asked information services of atypical multimedia database like image, voice, VOD/AOD. Examined in this study are suggestions such as word-phrase generator, syllable recoverer, morphological analyzer, corrector for voice processing. Suggested voice processing technique transform voice database into tort database, then extract index database from text database. On top of this, the study suggest a information retrieval model to use in extracted index database, voice full-text information retrieval.

  • PDF

The Ecology of the Scientific Literature and Information Retrieval (II)

  • Jeong, Jun-Min
    • Journal of the Korean Society for information Management
    • /
    • v.3 no.1
    • /
    • pp.3-16
    • /
    • 1986
  • This research deals with the problems encountered in designing systems for more efficient and effective information retrieval used in the proliferation of literature. This research was designed to develop and test 1) the partitioning a large bibliographic data base into quality oriented subsets (quality filtering), and 2) a system for effective and efficient Information retrieval within subsets of data base (relevance). In order to accomplish this partitioning, the 'kernel' technique of graph theory was applied. In addition, a method of quality filtering utilizing the 'epidemic' theory and the 'obsolescence' of scientific literature was developed.

  • PDF

A Design of Priority Retrieval Technique based on Accuracy using The Interval Skip Lists (Interval Skip Lists를 이용한 정확도기반 우선순위 검색 기법의 설계)

  • Lee, Eun-Sik;Cho, Dae-Soo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2010.10a
    • /
    • pp.102-105
    • /
    • 2010
  • Traditional Pub/Sub(Publish/Subscribe) Systems search all subscriptions that match an incoming event by broker(i.e. it is not considering the accuracy of matching between an incoming event and subscriptions and only consider that an event either matches a subscription or not). However, subscriptions that match an event may have priority, therefore, we need priority Pub/Sub system. In this paper, we define what the accuracy means in order to prioritize among subscriptions and propose the Priority Retrieval Technique based on accuracy that able to search subscriptions. The Priority Retrieval Technique is based on IS-Lists. We can search the results ordered by accuracy.

  • PDF

Content Based Image Retrieval Using Combined Features of Shape, Color and Relevance Feedback

  • Mussarat, Yasmin;Muhammad, Sharif;Sajjad, Mohsin;Isma, Irum
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.7 no.12
    • /
    • pp.3149-3165
    • /
    • 2013
  • Content based image retrieval is increasingly gaining popularity among image repository systems as images are a big source of digital communication and information sharing. Identification of image content is done through feature extraction which is the key operation for a successful content based image retrieval system. In this paper content based image retrieval system has been developed by adopting a strategy of combining multiple features of shape, color and relevance feedback. Shape is served as a primary operation to identify images whereas color and relevance feedback have been used as supporting features to make the system more efficient and accurate. Shape features are estimated through second derivative, least square polynomial and shapes coding methods. Color is estimated through max-min mean of neighborhood intensities. A new technique has been introduced for relevance feedback without bothering the user.

Design and Implementation of an Information Visualization System based on Structured Classification Technique (구조적 분류 기법을 기반으로 한 정보 시각화 시스템 설계 및 구현)

  • Kim, Young-Ran;Koo, Yeon-Seol
    • The Transactions of the Korea Information Processing Society
    • /
    • v.6 no.12
    • /
    • pp.3514-3522
    • /
    • 1999
  • While the method of information collection and visual interface technique have been researched actively on web information retrieval, a study on structured modeling for effective classification of a wide collective information leaves to be desired. In this paper, we represent information feature based on structured information model. It aims at carrying out effectively the user's retrieval environment through visualization technique with analyzing the information feature. We propose a information classification method using Facet units and we construct the object model, table model, SQL code to define the relation of the information, and represent the information feature based on a wide range of views. After users gain a better global understanding of the information feature, retrieve more easily through their information. Conventional information retrieval is user-oriented to be what user want, but proposed technique it data-oriented which helps users to understand what exist in database by showing information feature.

  • PDF

The mRFID retrieval system for a product information service (Lospector : 지역특산물 정보서비스를 위한 mRFID 검색 시스템)

  • Oh, Jung-Jin;Choi, Sung-Min;Choi, Han-suk
    • Proceedings of the Korea Contents Association Conference
    • /
    • 2008.05a
    • /
    • pp.104-107
    • /
    • 2008
  • Recently the mobile RFID technique research is applied in the portion which is various with fusion of RFID technique and the mobile machine of communication alcoholic beverage of existing. As result of this research, the establishment of the new mobile RFID code system and research and development of retrieval system are advanced. Like this the retrieval system where researching and developing are advanced is appropriate in each application field and it is not applied there is a problem point. So the mobile RFID retrieval system which uses the product from the dissertation which it sees newly the area. It is a Lospector that it proposes and the retrieval system is appropriate in each service field and it is not applied to improve the problem point, it presents an efficient search technique.

  • PDF

Content-based Music Retrieval by TIP-indexing Techniques and Features of Audio files (TIP-인덱싱 기법과 오디오 화일의 특징계수에 의한 내용기반 음악 검색)

  • Kim Young-In
    • Journal of Korea Society of Industrial Information Systems
    • /
    • v.11 no.3
    • /
    • pp.10-14
    • /
    • 2006
  • To effectively manage a very large amount of music data, we need an indexing technique based on audio features. But the indexing techniques for audiofeatures have not been studied completely. In this paper, we describe a content-based music information retrieval technique for audio features using the TIP-indexing file. In addition, we develop and experiment the TIP-indexing files using various blocking factors to present performance comparisons for effective indexing. Experimental results show the effectiveness of the proposed techniques.

  • PDF

A Feature-Based Retrieval Technique for Image Database (특징기반 영상 데이터베이스 검색 기법)

  • Kim, Bong-Gi;Oh, Hae-Seok
    • The Transactions of the Korea Information Processing Society
    • /
    • v.5 no.11
    • /
    • pp.2776-2785
    • /
    • 1998
  • An image retrieval system based on image content is a key issue for building and managing large multimedia database, such as art galleries and museums, trademarks and copyrights, and picture archiving and communication system. Therefore, the interest on the subject of content-based image retrieval has been greatly increased for the last few years. This paper proposes a feature-based image retrieval technique which uses a compound feature vector representing both of color and shape of an image. Color information for the feature vector is obtained using the algebraic moment of each pixel of an image based on the property of regional color distribution. Shape information for the feature vector is obtained using the Improved Moment Invariant(IMI) which reduces the quantity of computation and increases retrieval efficiency. In the preprocessing phase for extracting shape feature, we transform a color image into a gray image. Since we make use of the modified DCT algorithm, it is implemented easily and can extract contour in real time. As an experiment, we have compared our method with previous methods using a database consisting of 150 automobile images, and the results of the experiment have shown that our method has the better performance on retrieval effectiveness.

  • PDF