Distributed and cooperative information retrieval on the World Wide Web

A masss of heterogeneous,distributed and dynamic information on the World Wide Web(the Web) has resulted in “information overload“ .It‘s an important and urgent reserach issue to provide users with effective information retrieval service on the Web.Web search enginees attempt to solve this problem,yet their effect is far from satisfying.In this paper,a distributed and cooperative strategy for information retrieval on the Web is proposed to substitute the centralized mode adopted by the current search engines.Then a new information retrieval system model IRSM is presented.which supports the retrieval of metadata about web documents and uses Z39.50 standard protocol to unify the heterogeneous interfaces of uments and uses Z39.50 standard protocol to unify the heterogeneous interfaces of different systems.Based on that,a distributed and cooperative information refieval framework,called DCIRF,is designed to help users in fast and effective information retrieval on the Web.     

Promondia: a Java-based framework for real-time group communication in the Web

The World Wide Web has evolved from a distributed hypertext system to a platform-independent graphical user interface that integrates many network services. So far, its technology has restricted it mainly to applications for information retrieval.As networks become ubiquitious and more and more users have a permanent connection, there is an increasing demand for other network services, such as real-time data feeds, group communication, and teleconferencing. So far, these services have been provided by various proprietary software systems, which were hard to set up and use, and thus not very successful.Integrating real-time group communication services into the World Wide Web is a natural way to make them more accessible and will take the Web a step further on its way to becoming the universal network application.In this paper, we describe functionalities required for these services and present an implementation based on Sun Microsystem's Java² programming language. We focus on the high-level functionalities and abstractions, but also describe an object-oriented programming model for group communication systems.     

MediaWeaver—A Distributed Media Authoring System for Networked Scholarly Workspaces

We describe MediaWeaver—a software framework for composing distributed media in the context of university research and instruction. Authors compose networked media, software tools and mediastreams, and can freely annotate media by media of any form using schema of their own design. Faculty and student authors compose distributed media using common Macintosh, World Wide Web and NeXTSTEP applications, supported by services from UNIX workstations.The MediaWeaver system mediates between network multimedia services and interface kits with which novice programmers and non-programmers may easily create radically different interactive views into shared mediabases. The network services include search engine abstractions, filters, relational modeling frameworks.MediaWeaver has supported collaborative projects in history, drama, music, art, anthropology, environmental studies, and other fields since 1993. Applications range from traditional relational text databases and indexed HTML WWW sites to course readers, research archives, journals and seminar spaces.     

基于标记树对象抽取技术的Hidden Web获取研究

目前标准的搜索引擎能够检索的仅仅是WorldWideWeb提供的小部分称为可索引的Web信息。大量的HiddenWeb信息(估计容量是可索引Web的500倍)对这些搜索引擎是不可见的。这些信息隐藏在Web页面的搜索表单后面,保存在大型的动态数据库中。该文提出了一套检索HiddenWeb信息的方法,给出了系统的框架结构,并详细讨论了实现的关键技术。系统采用新的基于标记树的对象抽取(Tag-Tree-basedObjectExtraction)方法自动地从Web页面中抽取HiddenWeb信息,然后在此基础上给出了结构化的HiddenWeb信息查询算法。文章最后对实验结果进行了讨论。     

Discovering and Using Design Patterns in the WWW

In this paper, we discuss how the idea of design patterns can be used in the context of the World Wide Web, for both designing and implementing web sites or more complex information systems. We first motivate our work by discussing which are the most outstanding problems in designing Web-based information systems. Then we briefly introduce design patterns and show how they are used to record and reuse design information. We next present some simple though powerful design patterns and show known uses in the WWW. Finally, we outline a process for building applications by combining a design methodology (OOHDM) with design patterns.     

Emerging research communities and the World Wide Web: analysis of a Web-based resource for the field of museum learning

In this paper we contrast the possibilities of the World Wide Web to transform communities of educational researchers with actual patterns of use of The Museum Learning Collaborative Web site. We highlight patterns of user interaction that have emerged and discuss the problems and opportunities of creating shared research resources in emerging fields such as museum learning research. Our findings have direct implications for three stakeholders: program funders, ourselves as project researchers, and the larger museum research community.     

Fuzzy User Modeling for Information Retrieval on the World Wide Web

Information retrieval from the World Wide Web through the use of search engines is known to be unable to capture effectively the information needs of users. The approach taken in this paper is to add intelligence to information retrieval from the World Wide Web, by the modeling of users to improve the interaction between the user and information retrieval systems. In other words, to improve the performance of the user in retrieving information from the information source. To effect such an improvement, it is necessary that any retrieval system should somehow make inferences concerning the information the user might want. The system then can aid the user, for instance by giving suggestions or by adapting any query based on predictions furnished by the model. So, by a combination of user modeling and fuzzy logic a prototype system has been developed (the Fuzzy Modeling Query Assistant (FMQA)) which modifies a user's query based on a fuzzy user model. The FMQA was tested via a user study which clearly indicated that, for the limited domain chosen, the modified queries are better than those that are left unmodified. Received 10 November 1998 / Revised 14 June 2000 / Accepted in revised form 25 September 2000     

Multiple coordinated views for searching and navigating Web content repositories

The advantages and positive effects of multiple coordinated views on search performance have been documented in several studies. This paper describes the implementation of multiple coordinated views within the Media Watch on Climate Change, a domain-specific news aggregation portal available at www.ecoresearch.net/climate that combines a portfolio of semantic services with a visual information exploration and retrieval interface. The system builds contextualized information spaces by enriching the content repository with geospatial, semantic and temporal annotations, and by applying semi-automated ontology learning to create a controlled vocabulary for structuring the stored information. Portlets visualize the different dimensions of the contextualized information spaces, providing the user with multiple views on the latest news media coverage. Context information facilitates access to complex datasets and helps users navigate large repositories of Web documents. Currently, the system synchronizes information landscapes, domain ontologies, geographic maps, tag clouds and just-in-time information retrieval agents that suggest similar topics and nearby locations.     

A general framework for learning prosodic-enhanced representation of rap lyrics

World Wide Web - Learning and analyzing rap lyrics is a significant basis for many Web applications, such as music recommendation, automatic music categorization, and music information retrieval,...     

Automating the Internet: agents as user surrogates

The explosion of the World Wide Web as a global information network brings with it a number of related challenges for automation. First, nontechnical users should be able to benefit from the information available on the Web without being overwhelmed by technical detail. Second, users should be freed from mundane and repetitive browsing tasks. Third, and most critical, information from the Web should be available in the format and combination that best fit the user's cask, regardless of the pages on which the information was originally found. The article looks at these issues for Internet automation in the context of new software agent technologies that act as user surrogates for carrying out routine Web activity. Such surrogates enable automation of all interactions with HTML pages and forms-not merely the retrieval of specific URLs-and also the flexible integration of Web information into customized reports and other applications     

OIL: an ontology infrastructure for the Semantic Web

Researchers in artificial intelligence first developed ontologies to facilitate knowledge sharing and reuse. Ontologies play a major role in supporting information exchange across various networks. A prerequisite for such a role is the development of a joint standard for specifying and exchanging ontologies. The authors present OIL, a proposal for such a standard. Ontologies applied to the World Wide Web are creating the Semantic Web.     

Automatic authoring and construction of hypermedia for information retrieval

This paper describes the complete process and a tool for the automatic construction of a multimedia hypertext starting from a large collection of multimedia documents. Through the use of an authoring methodology, the document collection is automatically authored, and the result is a multimedia hypertext, also called a hypermedia, written in hypertext mark-up language (HTML), almost a standard among hypermedia mark-up languages. The resulting hypermedia can be browsed and queried with Mosaic, an interface developed in the framework of the World Wide Web Project. In particular, the set of methods and techniques used for the automatic construction of hypermedia is described in this paper, and their relevance in the context of multimedia information retrieval is highlighted.     

Agents on the Web

The authors consider agents on the World Wide Web, including information retrieval agents. They propose a test for agenthood, involving communication in multi-agent systems     

A metagenetic algorithm for information filtering and collection from the World Wide Web

This paper describes the implementation of evolutionary techniques for information filtering and collection from the World Wide Web. We consider the problem of building intelligent agents to facilitate a person's search for information on the Web. An intelligent agent has been developed that uses a metagenetic algorithm in order to collect and recommend Web pages that will be interesting to the user. The user's feedback on the agent's recommendations drives the learning process to adapt the user's profile with his/her interests. The software agent utilizes the metagenetic algorithm to explore the search space of user interests. Experimental results are presented in order to demonstrate the suitability of the metagenetic algorithm's approach on the Web.     

Web搜索中基于免疫克隆算法的信息检索方法

随着万维网上信息的爆炸性增长,导致需要大量有效的信息检索方法。本文对传统的向量空间模型进行了优化,并提出一种基于克隆选择算法的Web搜索方法。通过对查询结果的精确率和混合检索率进行比较,表明该算法能有效提高Web搜索引擎的质量和运行效率。     

Graduate student cognition during information retrieval using the World Wide Web: a pilot study

The intensity of Internet use in higher education, particularly the World Wide Web, has stimulated concern regarding the ways in which students acquire necessary skills for managing, filtering, and storing vast amounts of information. Research is beginning to focus on how students think about an Internet search and how they use cognitive strategies for information retrieval. The purpose of this study was to describe and interpret the cognition of a graduate student during information retrieval using the World Wide Web. The participant was a doctoral student in psychology with little experience using the Internet, particularly fewer experiences with the World Wide Web. The student performed an open search of her dissertation topic (i.e., child temperament), followed by a pre-arranged task requiring the student to answer several questions regarding the American Civil War using only the Web to obtain the information. Three qualitative sources of data were collected involving student cognition: observation, think aloud protocols, and an in-depth interview. A core category derived from the qualitative analysis indicated that the student’s thoughts and perceptions centered on information overload. A systematic approach outlined two major dimensions of this core category: knowledge and personal characteristics. Within each dimension several subcategories were identified. The results are interpreted within a theory of information processing. Implications for continuing this line of research are provided.     

Systems for reusing hypermedia courseware

Three systems of differing complexity have been built which support the development of courseware libraries for reuse at three differing organizations. One system was developed for a handful of authors at a small company, one for a university team of about twenty-five people, and one for a company with about one hundred authors. The small company has not found the cost-benefit balances attractive enough to continue investment. The university team has published several products with its collaborative hypermedia system. The system for the large company includes extremely sophisticated library structures and coordination mechanisms but is a challenge for the new user to fully understand. As is often the case with reuse, the institutional commitment to courseware reuse and the ease of use of the tools are critical factors in success. Based on the experiences with the first three courseware reuse systems and the increased popularity of the World Wide Web, a new courseware reuse methodology has been implemented on the World Wide Web.     

An Architecture for Supporting Multi-Device, Client-Adaptive Services

The original idea of the World Wide Web was to create a universe of network-accessible information. Since its inception, the World Wide Web has evolved from a means to help people access and use information into an interactive medium. This has caused a dramatic increase in the development effort for interactive services, which now have to support multiple clients with widely varying computing and user interface capabilities. Personalization features tend to render this task even more complex. The paper presents the MUSA (Multiple User Interfaces, Single Application) system, which addresses both issues with the introduction of an event graph that abstracts user interface and personalization issues from the implementation of the service on different client-devices.     

Information retrieval from the World Wide Web: a user-focused approach based on individual experience with search engines

Although search engines are essential tools for finding information on the World Wide Web, the effective use of search engines for information retrieval (IR) is a crucial challenge for any Internet user. Based on the user-focused approach, this study investigates individual information retrieval behaviors using information processing theory. The results show that experience with search engines significantly affects users’ attitudes toward search engines for information retrieval, the query-based service is more popular than the directory-based service, users are not completely satisfied with the precision of retrieved information and the response time of search engines, and users’ motivation is a key factor that predicts their intention to use search engines for information retrieval. Furthermore, this study proposes a conceptual model for investigating individual attitudes toward search engines for information retrieval.     

A View Based Analysis on Web Service Registries

Web services registries are a cornerstone for the emerging service-oriented architecture and constitute a critical resource for Web services. We systematically illustrate and evaluate current registries and compare different approaches regarding their architectures and data models in the context of two views: the human and Web service based views. We use these views to show the different requirements and to illustrate the different abstractions when comparing Web service registries. The human view on Web service registry architectures is illustrated with the help of a case study. The Web service view on Web services registry architectures is illustrated from a software-service point of view. The data model of Web service registries is described in detail from a machine based view. The corresponding human view is described from an abstract level. Web service publishing and discovery are compared from a human and a Web service based view. Finally, we present a working example that uses our methodology to compare different Web service registries and to explain the different views introduced in this paper. Recommended by: Dimitrios Georgakopoulos