Exploratory data analysis (EDA), data visualization, and visual analytics are essential for understanding and analyzing complex datasets. In this project, we explored these techniques and their applications in data analytics. The case discusses Tableau, a powerful data visualization tool, and Google BigQuery, a cloud-based data warehouse that…

The National Institute of Mental Health created the National Database for Autism Research (NDAR) to accelerate autism knowledge through data sharing and collaboration. However, our experience using NDAR reveals systematic challenges across several aspects of data submission, selection, management, and analysis that limit utility of this resource.…

While geographic search filters exist, few of them are validated and there are currently none that focus on Germany. We aimed to develop and validate a highly sensitive geographic search filter for MEDLINE (PubMed) that identifies studies about Germany. First, using the relative recall method, we created a gold standard set of studies about…

The World Wide Web enables an easy, instant access to a huge quantity of information. Over the last few decades, a number of improvements have been achieved that helped the web reach its current state. However, the current Internet links documents together without understanding them, and thus, makes the content of web only human-readable rather…

In the context of association rule mining, the state-of-the-art in privacy preserving data mining provides solutions for categorical and Boolean association rules but not for quantitative association rules. This research fills this gap by describing a method based on discrete wavelet transform (DWT) to protect input data privacy while preserving…

This paper addresses the problem of data management techniques for efficiently retrieving requested subsets of large data sets from mass storage devices. Describes the development of algorithms and software that facilitate the partitioning of a large data set into multiple "clusters" that reflect their expected access. (Author/JKP)

Computers have changed the way information resources are handled. Large amounts of information are stored in one central place and can be accessed from remote locations. Users have a personal responsibility for the security of the system and the data stored in it. This document outlines the user's responsibilities and provides security and control…

Reports on a quantitative categorical analysis of metadata elements in the Dublin Core, VRA (Visual Resource Association) Core, REACH (Record Export for Art and Cultural Heritage), and EAD (Encoded Archival Description) metadata schemas, all of which can be used for organizing and describing images. Introduces a new schema comparison methodology…

Term co-occurrence analysis of INSPEC classification codes and thesaurus terms used to index Medical Informatics literature reveals an information science and technology perspective on the field, to accompany the biomedical perspective previously reported. This study continues the search for a better understanding of the structure of Medical…

This manual is designed to assist librarians in programming unique database applications that meet specific library needs. Chapter 1 goes over the basic functions of working with Windows, describes terms such as multitasking, and shows how to use the menu and tool bars. Chapter 2 covers the basics, defines some useful terms, and presents the steps…

Student information systems, one of the first applications of computer technology in education, are undergoing a significant transition yet again. The first major shift in SIS technologies occurred about 15 years ago when they evolved from mainframe programs to client-server solutions. Now, vendors across the board are offering centralized…

Discusses how electronic encyclopedias on compact disk provide children with a way to meet their data management needs and to develop their literacy capabilities. Discusses how information is stored and retrieved. Discusses how children actually use the electronic encyclopedia and the future of electronic information retrieval. (MG)

Reports how a cross-section of database producers, search services, and aggregators are using vocabulary management to facilitate cross-file searching. Discusses the range of subject areas and audiences; indexing; vocabulary control within databases; machine aids to indexing; and aids to cross-file searching. A chart contains sources of files and…

Academic clientele expect their library to select the best information and organize it effectively for their personal consumption. Some answers to a hierarchical approach are customization through a MyLibrary feature, a role-based vertical view, and a powerful search engine all built on a rich resource database. Each is discussed. (AEF)

Explores the usefulness of the Research Libraries Information Network (RLIN) to humanities scholars. Contends that factors such as inaccessibility of terminals and difficult-to-use interfaces inhibit the utility of the database. Maintains that use of the RLIN should help database managers plan the next generation of information systems. (CFR)