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The number of published research papers has experienced exponential growth in recent years, which makes it crucial to develop new methods for efficient and versatile information extraction and knowledge discovery. To address this need, we…

信息检索 · 计算机科学 2023-06-09 Yamei Tu , Rui Qiu , Han-Wei Shen

Sharing, reusing, and synthesizing knowledge is central to the research process, both individually, and with others. These core functions are not supported by our formal scholarly publishing infrastructure: instead of the smooth functioning…

人机交互 · 计算机科学 2024-08-01 Joel Chan , Matthew Akamatsu , David Vargas , Lukas Kawerau , Michael Gartner

While performing knowledge-intensive tasks of professional nature, the knowledge workers need to access and process large volume of information. Apart from the quantity, they also require that the information received is of high quality in…

人机交互 · 计算机科学 2009-12-03 Arijit Laha

One of the key obstacles in making learning protocols realistic in applications is the need to supervise them, a costly process that often requires hiring domain experts. We consider the framework to use the world knowledge as indirect…

机器学习 · 计算机科学 2016-08-02 Chenguang Wang , Yangqiu Song , Dan Roth , Ming Zhang , Jiawei Han

Understanding and extracting of information from large documents, such as business opportunities, academic articles, medical documents and technical reports, poses challenges not present in short documents. Such large documents may be…

计算与语言 · 计算机科学 2019-10-10 Muhammad Mahbubur Rahman , Tim Finin

Through academic publications, the authors of these publications form a social network. Instead of sharing casual thoughts and photos (as in Facebook), authors pick co-authors and reference papers written by other authors. Thanks to various…

社会与信息网络 · 计算机科学 2014-02-18 Tom Z. J. Fu , Qianqian Song , Dah Ming Chiu

The knowledge of the world is passed on through libraries. Accordingly, domain expertise and experiences should also be transferred within an enterprise by a knowledge base. Therefore, models are an established medium to describe good…

软件工程 · 计算机科学 2022-11-22 Peter Hillmann , Diana Schnell , Harald Hagel , Andreas Karcher

Purpose - The study's main objective was to find out the possibility of a paperless library and society with particular reference to Top 60 Universities from QS world University ranking 2021 and their library professionals. ICT knowledge…

数字图书馆 · 计算机科学 2022-10-19 Subaveerapandiyan A , Anuradha Maurya

Collaboration networks arise when we map the connections between scientists which are formed through joint publications. These networks thus display the social structure of academia, and also allow conclusions about the structure of…

社会与信息网络 · 计算机科学 2016-11-18 Christian Staudt , Andrea Schumm , Henning Meyerhenke , Robert Görke , Dorothea Wagner

Knowledge discovery is defined as non-trivial extraction of implicit, previously unknown and potentially useful information from given data. Knowledge extraction from web documents deals with unstructured, free-format documents whose number…

神经与进化计算 · 计算机科学 2007-05-23 Vitaly Schetinin

Since time immemorial, people have been looking for ways to organize scientific knowledge into some systems to facilitate search and discovery of new ideas. The problem was partially solved in the pre-Internet era using library…

信息检索 · 计算机科学 2018-11-21 Mariia Seleznova , Anton Belyy , Aleksei Sholokhov

Social Communities in bibliographic databases exist since many years, researchers share common research interests, and work and publish together. A social community may vary in type and size, being fully connected between participating…

数字图书馆 · 计算机科学 2008-09-18 Christoph Schommer

This paper addresses the issue of making legacy information (that material held in paper format only) electronically searchable and retrievable. We used proprietary software and commercial hardware to create a process for scanning,…

数字图书馆 · 计算机科学 2008-11-26 Elizabeth Anderson , Robert Atkinson , Cynthia Crego , Jean Slisz , Sara Tompson

As the interest in the representation of context dependent knowledge in the Semantic Web has been recognized, a number of logic based solutions have been proposed in this regard. In our recent works, in response to this need, we presented…

人工智能 · 计算机科学 2014-12-30 Loris Bozzato , Luciano Serafini

Making available and archiving scientific results is for the most part still considered the task of classical publishing companies, despite the fact that classical forms of publishing centered around printed narrative articles no longer…

数字图书馆 · 计算机科学 2015-07-23 Tobias Kuhn , Christine Chichester , Michael Krauthammer , Michel Dumontier

The Semantic Publishing Challenge series aims at investigating novel approaches for improving scholarly publishing using Linked Data technology. In 2014 we had bootstrapped this effort with a focus on extracting information from…

数字图书馆 · 计算机科学 2015-08-26 Angelo Di Iorio , Christoph Lange , Anastasia Dimou , Sahar Vahdati

The rapid growth of scientific publishing has made it increasingly difficult to track how fast-moving areas evolve. Search engines and LLM-based assistants retrieve or summarize papers, but often hide how the corpus was selected, organized,…

信息检索 · 计算机科学 2026-05-28 Bernardo A. Denkvitts , Nitin Gupta , Biplav Srivastava

The scientific community of researchers in a research specialty is an important unit of analysis for understanding the field specific shaping of scientific communication practices. These scientific communities are, however, a challenging…

社会与信息网络 · 计算机科学 2013-01-10 Theresa Velden , Carl Lagoze

One of the most interesting scientific challenges nowadays deals with the analysis and the understanding of complex networks' dynamics. A major issue is the definition of new frameworks for the exploration of the dynamics at play in real…

社会与信息网络 · 计算机科学 2010-12-21 Walter Quattrociocchi , Frederic Amblard

Scientific publications, primarily digitized as PDFs, remain static and unstructured, limiting the accessibility and reusability of the contained knowledge. At best, scientific knowledge from publications is provided in tabular formats,…

数字图书馆 · 计算机科学 2025-06-30 Lena John , Kheir Eddine Farfar , Sören Auer , Oliver Karras