A5041421536- Semantic Web and Ontology Development
- Biomedical Ontologies and Text Mining
- Data Quality Assessment and Improvement
- Management and Reproducibility of Scientific Workflows
- QoS-Aware Web Services Composition and Semantic Matching
- Data Sharing and Stewardship in Science
- Statistical Machine Translation and Natural Language Processing
- Natural Language Processing
- Analysis of Gene Interaction Networks
- Subgrouping and Linguistic Diversity of Semitic Languages
- Data Mining Techniques and Applications
- Distributed Grid Computing Systems
- Educational Data Mining and Learning Analytics
- Artificial Intelligence and Expert Systems
- Machine Learning in Healthcare and Medicine
- Collaboration and Dynamics in Wikipedia Research
- Automatic Keyword Extraction from Textual Data
- Data Stream Management Systems and Techniques
- Web Data Extraction and Crawling Techniques
- Archaeoastronomy and Cultural Landscapes
- Innovation and Collaboration in Open Source Community
- Graph Neural Network Models and Applications
- Learning with Noisy Labels in Machine Learning
- Rough Sets Theory and Applications
- Interdisciplinary Research and Collaboration
Google (United States)
2013-2024
Stanford University
2004-2019
As researchers continue to create new languages in the hope of developing a Semantic Web, they still lack consensus on standard. The authors describe how Protege-2000, tool for ontology development and knowledge acquisition, can be adapted editing models different Web languages.
Biomedical ontologies provide essential domain knowledge to drive data integration, information retrieval, annotation, natural-language processing and decision support. BioPortal (http://bioportal.bioontology.org) is an open repository of biomedical that provides access via Web services browsers developed in OWL, RDF, OBO format Protégé frames. functionality includes the ability browse, search visualize ontologies. The interface also facilitates community-based participation evaluation...
The National Center for Biomedical Ontology (NCBO) is one of the Centers Computing funded under NIH Roadmap Initiative. Contributing to national computing infrastructure, NCBO has developed BioPortal, a web portal that provides access library biomedical ontologies and terminologies ( http://bioportal.bioontology.org ) via Web services. BioPortal enables community participation in evaluation evolution ontology content by providing features add mappings between terms, comments linked specific...
Five diverse technology companies show how it's done.
There are thousands of data repositories on the Web, providing access to millions datasets. National and regional governments, scientific publishers consortia, commercial providers, others publish for fields ranging from social science life high-energy physics climate more. Access this is critical facilitating reproducibility research results, enabling scientists build others' work, journalists easier information its provenance. In paper, we discuss Google Dataset Search, a dataset-discovery...
This article looks at the knowledge graphs of five diverse tech companies, comparing similarities and differences in their respective experiences building using graphs, discussing challenges that all knowledge-driven enterprises face today. The collection discussed here covers breadth applications, from search, to product descriptions, social networks.
Ontologies have become ubiquitous in information systems. They constitute the semantic Web's backbone, facilitate e-commerce, and serve such diverse application fields as bioinformatics medicine. As ontology development becomes increasingly widespread collaborative, developers are creating ontologies using different tools languages. These cover unrelated or overlapping domains at levels of detail granularity. A uniform framework, which we present here, helps users manage multiple by...
We deal with two types of ontology evaluation, content evaluation and technology evaluation. Evaluating is a must for preventing applications from using inconsistent, incorrect, or redundant ontologies. It's unwise to publish an that one more software will use without first evaluating it. A well-evaluated won't guarantee the absence problems, but it makes its safer. Similarly, eases integration other environments, ensuring correct transfer academic industrial world. also discuss libraries,...
The biomedical research community relies on a diverse set of resources, both within their own institutions and at other centers. In addition, an increasing number shared electronic resources have been developed. Without effective means to locate query these it is challenging, if not impossible, for investigators be aware the myriad available, or effectively perform resource discovery when need arises. this paper, we describe development use Biomedical Resource Ontology (BRO) enable semantic...
With the rise of open data in last two decades, more datasets are online and people using them for projects research.But how do find datasets?We present first user study Google Dataset Search, a dataset-discovery tool that uses Web crawl ecosystem to datasets.Google Search contains superset other tools -a total 45M from 13K sources.We found addresses previously identified need: search engine across entire Web, including tools.However, introduced new challenges due its approach: building...
No abstract available.
Our goal with this research manifesto is to define a roadmap guide the evolution of new field that emerging at intersection between crowdsourcing and Semantic Web. We analyze confluence these two disciplines by exploring their relationship. First, we focus on how application techniques can enhance machine-driven execution Web tasks. Second, look ways in which machine-processable semantics benefit design management projects. As result, are able describe list successful or promising scenarios...
It is becoming impossible to contemplate successful bio-medical research without canonical data structures. The biomedical computation community finds itself grappling with hundreds of different knowledge bases, metadata formats, and database schemas. These include primary databases, such as those in GenBank MEDLINE; that describe the data, caBIO; bases codify concepts, Gene Ontology SNOMED-CT. structures are representable languages DICOM MAGE-ML. Many these elements have emerged out...