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D-Lib Jul/Aug 2012 Bertin & Atanassova	Semantic Enrichment of Scientific Publications and Metadata Our aim is to bring new value to scientific publications by automatic extraction and semantic analysis.
D-Lib Nov/Dec 2015 Tkaczyk et al.	Structured Affiliations Extraction from Scientific Literature CERMINE is a comprehensive open source system for extracting structured metadata from scientific articles in a born-digital form.
D-Lib Nov/Dec 2014 Tkaczyk et al.	GROTOAP2 -- The Methodology of Creating a Large Ground Truth Dataset of Scientific Articles In this paper we present GROTOAP2 -- a large dataset of ground truth files containing labelled fragments of scientific articles in PDF format, useful for training and evaluation of document content analysis-related solutions.
D-Lib Sep/Oct 2012 Manghi et al.	OpenAIREplus: the European Scholarly Communication Data Infrastructure This paper describes the high-level architecture and functionalities of the Open Access European scholarly communication data infrastructure.
D-Lib Sep/Oct 2013 Erbs et al.	Bringing Order to Digital Libraries: From Keyphrase Extraction to Index Term Assignment Collections of topically related documents held by digital libraries are valuable resources for users; however, as collections grow, it becomes more difficult to search them for specific information. Structure needs to be introduced to facilitate searching.
D-Lib Jul/Aug 2012 Knoth et al.	Special Issue on Mining Scientific Publications Digital libraries that store scientific publications are becoming increasingly important in research. They are used not only for traditional tasks such as finding and storing research outputs, but also as sources for discovering new research trends.
D-Lib Nov/Dec 2014 Klampfl et al.	A Comparison of Two Unsupervised Table Recognition Methods from Digital Scientific Articles In this paper we present two table recognition methods based on unsupervised learning techniques and heuristics which automatically detect both the location and the structure of tables within a article stored as PDF.
D-Lib Nov/Dec 2014 Volske et al.	A Keyquery-Based Classification System for CORE We apply keyquery-based taxonomy composition to compute a classification system for the CORE dataset, a shared crawl of about 850,000 scientific papers
D-Lib Nov/Dec 2014 Kroll et al.	Towards a Marketplace for the Scientific Community: Accessing Knowledge from the Computer Science Domain As scientific output is constantly growing, it is getting more and more important to keep track not only for researchers but also for other scientific stakeholders such as funding agencies or research companies
D-Lib Jul/Aug 2012 Kern et al.	TeamBeam - Meta-Data Extraction from Scientific Literature The TeamBeam algorithm analyses a scientific article and extracts structured meta-data, such as the title, journal name and abstract, as well as information about the article's authors (e.g. names, e-mail addresses, affiliations).
D-Lib Sep/Oct 2013 Kern & Klampfl	Extraction of References Using Layout and Formatting Information from Scientific Articles The automatic extraction of reference meta-data is an important requirement for the efficient management of collections of scientific literature.
D-Lib Nov/Dec 2014 Knoth et al.	Guest Editorial A significant proportion of the new approaches presented in this issue address a wide range of problems in extracting structured information, and even detailed semantics, from research papers.
D-Lib Jan/Feb 2015 Dragan et al.	A-posteriori Provenance-enabled Linking of Publications and Datasets via Crowdsourcing In this paper we present opportunities to leverage crowdsourcing for a-posteriori capturing dataset citation graphs.
D-Lib Nov/Dec 2014 Holub et al.	Annota: Towards Enriching Scientific Publications with Semantics and User Annotations In this paper we present Annota -- a collaborative tool enabling the researchers to annotate and organize the scientific publications on the Web and to share them with their colleagues.
D-Lib Jul/Aug 2012 Patton et al.	Identification of User Facility Related Publications One metric for evaluating the scientific value or impact of a facility is the number of publications by users as a direct result of using that facility.
D-Lib Sep/Oct 2013 Osborne & Motta	Exploring Research Trends with Rexplore We have developed Rexplore, a novel system which combines statistics, human-computer interaction, and semantic technologies, to support knowledge-based exploration and visualization of scholarly data.
D-Lib Jul/Aug 2012 Bhatia et al.	Specialized Research Datasets in the CiteSeerX Digital Library These datasets are not those usually available from CiteSeer x and awareness of these datasets may further advance state-of-the-art research in academic digital library data management and analysis.
ONLINE May/Jun 2007 Lavengood & Kiser	Information Professionals in the Text Mine With the information explosion, text mining tools are becoming more important. Here is an overview.
Searcher October 2002 Anthony J. Trippe	Patinformatics: Identifying Haystacks from Space Instead of finding a needle in a haystack, today's patent searchers are becoming analysts and being asked to identify haystacks from space and then forecast whether the haystack is the beginning of a new field or the remainder from last year's harvest.
D-Lib Nov/Dec 2015 Singh et al.	PubIndia: A Framework for Analyzing Indian Research Publications in Computer Science This paper describes PubIndia, a framework for analyzing the growth and impact of research activities performed in India in the computer science domain, based on the evidence of scientific publications
D-Lib Nov/Dec 2014 Knoth & Herrmannova	Towards Semantometrics: A New Semantic Similarity Based Measure for Assessing a Research Publication's Contribution We propose Semantometrics, a new class of metrics for evaluating research.
D-Lib Sep/Oct 2013 Knoth et al.	Scientific Publications: Gathering Data, Extracting Information, and Following Trends Digital libraries that store scientific publications continue to be increasingly important in research. They are used not only for the traditional tasks of finding and storing research outputs, but also as data sources for mass automated processing.
D-Lib October 2002 Zhang, Mostafa & Tripathy	Information Retrieval by Semantic Analysis and Visualization of the Concept Space of D-Lib Magazine In this article we present a method for retrieving documents from a digital library through a visual interface based on automatically generated concepts.
D-Lib Nov/Dec 2015 Herrmannova & Knoth	Semantometrics in Coauthorship Networks: Fulltext-based Approach for Analyzing Patterns of Research Collaboration We explore how Semantometrics can help to characterize the types of research collaboration in scholarly publication networks and the nature of the cross-community ties, and how this information can be utilized in aiding research evaluation.
D-Lib Nov/Dec 2015 Francopoulo et al.	NLP4NLP: The Cobbler's Children Won't Go Unshod Understanding current trends is a challenging and attractive text mining task, especially when suitable tools are recursively applied to publications from the very domain they come from.
D-Lib Jan/Feb 2015 Assante et al.	Science 2.0 Repositories: Time for a Change in Scholarly Communication In this work we introduce the notion of Science 2.0 Repository that aims at overcoming the methodological barriers by providing scientists with an integrated and innovative environment that supports "within" and "during" scholarly communication workflows.
D-Lib Jul/Aug 2013 Wright et al.	Using Data Curation Profiles to Design the Datastar Dataset Registry The development of research data services in academic libraries is a topic of concern to many. Cornell University Library's efforts in this area include the Datastar research data registry project.
D-Lib August 2003	In Brief Building a More Meaningful Web: From Traditional Knowledge Organization Systems to New Semantic Tools... Information Visualization Interfaces for Retrieval and Analysis (IVIRA) Workshop Summary... Report on the "OAI Metadata Harvesting Workshop"... etc.
D-Lib March 2006 Schibel & Rydberg-Cox	Early Modern Culture in a Comprehensive Digital Library Digital libraries have the potential to transform fields such as early modern studies, where problems of physical access to sources and intellectual access to their contents have hampered our ability to contemplate major topics.
D-Lib Jan/Feb 2015 Mathiak & Boland	Challenges in Matching Dataset Citation Strings to Datasets in Social Science Unlike publication impact, which is readily measured by citation counts, dataset citation remains a great unknown.
D-Lib October 2001 Kevin W. Boyack	A Call to Researchers: Digital Libraries Need Collaboration Across Disciplines Digital libraries stand to benefit from technology contributions from the fields of information visualization, human-computer interaction, and cognitive psychology, among others. However, the current state of interaction between these fields is not well understood...
Searcher Jul/Aug 2004 Amelia Kassel	Text Mining for Reputations: SCOUG Spring Workshop 2004 The Southern California Online Users Group's annual meeting propelled wide-eyed information professionals into the exciting future of new and emerging technologies.
Chemistry World February 1, 2013 Rebecca Trager	Duplicate grants could be costing US science agencies millions The US's premiere science agencies may be inadvertently awarding tens of millions of dollars to scientists who submitted the same grant proposal multiple times and accepted duplicate funding.
D-Lib Mar/Apr 2010 Elena Giglia	Berlin 7: Open Access Reaching Diverse Communities A summary of the the different pathways to Open Access that research communities are taking.
D-Lib Sep/Oct 2013 Patton et al.	Multi-year Content Analysis of User Facility Related Publications Scientific user facilities provide support that enables scientists to conduct experiments or simulations pertinent to their research. It is critical to have an informed understanding of the impact and contributions that these facilities have on scientific discoveries.
D-Lib October 2002	Open Citation Linking: The Way Forward Free, unrestricted access to research papers is increasing the speed of scientific communication. This article describes the Open Citation project's efforts to build tools to aid in archiving papers.
D-Lib Jul/Aug 2012 Laurence Lannom	Science, Publishing, and Digital Libraries The steady and sometimes overwhelming increase in the output of science, both in publications and especially in data, is a great challenge and a great opportunity.
D-Lib Jan/Feb 2011 Waaijers & van der Graaf	Quality of Research Data, an Operational Approach This article reports on a study, commissioned by SURFfoundation, investigating the operational aspects of the concept of quality for the various phases in the life cycle of research data: production, management, and use/re-use.
D-Lib Jan/Feb 2012 Tomasz Neugebauer	A Report from the 2011 ICSTI Workshop on Multimedia and Visualization Innovations for Science Innovations in science oriented web multimedia, large-scale data exploration and visualization, speech recognition, and video and image indexing and analysis, offer opportunities for accelerating scientific discovery.
D-Lib Sep/Oct 2014 Jettka & Stein	The HZSK Repository: Implementation, Features, and Use Cases of a Repository for Spoken Language Corpora This article describes the process of the conception and implementation of a digital repository which is based on the software framework Fedora, Islandora, and Drupal.
D-Lib Jan/Feb 2011 Aalbersberg & Kahler	Supporting Science through the Interoperability of Data and Articles Whereas it is established practice to publish relevant findings of a research project in a scientific article, there are no standards yet as to whether and how to make the underlying research data publicly accessible.
Information Today March 8, 2010 Avi Rappoport	British Library and IBM Team Up on Web Archiving Project For The British Library, archiving of all the websites in the .uk top-level domain is a natural extension of its role as the main U.K. Legal Deposit Library.
D-Lib June 2003 Donald Beagle	Visualizing Keyword Distribution Across Multidisciplinary C-Space The concept of c-space is proposed as a visualization schema relating containers of content to cataloging surrogates and classification structures. Possible applications of keyword vector clusters within c-space and related advantages are discussed in this article.
CRM May 2007 Jessica Sebor	Too Much Pork for Just One Fork Shiny, clean data and solid lead qualification will help satisfy all by closing the nutritional sales-and-marketing info loop.
D-Lib Jan/Feb 2015 Sarah Callaghan	Data without Peer: Examples of Data Peer Review in the Earth Sciences This paper takes an experimental view, and selects seven datasets, all from the Earth Sciences and with DOIs from DataCite, and attempts to review them, with varying levels of success.
D-Lib Sep/Oct 2011 Shaon & Woolf	Long-term Preservation for Spatial Data Infrastructures: a Metadata Framework and Geo-portal Implementation The work presented in this article investigates the requirements for ensuring sustained access to environmental data from the perspective of a preservation-aware Spatial Data Infrastructure.
Information Today March 4, 2014 Nancy K. Herther	Text Mining: Elsevier Releases New Terms for Academe Elsevier says their new policy enshrines text- and data-mining rights in their standard ScienceDirect subscription agreement for academic customers.
D-Lib September 2003 Kevin Boyack	Mapping Scientific Frontiers: The Quest for Knowledge Visualization Information visualization is a new field, and its techniques can help us understand the process of science in the making. In his new book, Chaomei Chen takes us on a journey through this history, touching on predecessors, and then leading us firmly into the new world of Mapping Scientific Frontiers.
D-Lib September 2004 Van de Sompel et al.	Rethinking Scholarly Communication: Building the System that Scholars Deserve Opportunities abound in the world of 21 st century publishing and the discussion on transforming scholarly communication must move beyond the debate of subscription-based vs. open access publication.
Bio-IT World October 9, 2002 Mark D. Uehling	Can You See the 88th Dimension? Visualization expert Georges Grinstein talks about how scientists should analyze large data sets.