Pascal Hitzler

ORCID: 0000-0001-6192-3472
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About
Contact & Profiles
Research Areas
  • Semantic Web and Ontologies
  • Logic, Reasoning, and Knowledge
  • Service-Oriented Architecture and Web Services
  • Advanced Database Systems and Queries
  • Natural Language Processing Techniques
  • Biomedical Text Mining and Ontologies
  • Topic Modeling
  • Advanced Algebra and Logic
  • Logic, programming, and type systems
  • Multi-Agent Systems and Negotiation
  • Rough Sets and Fuzzy Logic
  • Data Quality and Management
  • Scientific Computing and Data Management
  • Data Management and Algorithms
  • Neural Networks and Applications
  • Geographic Information Systems Studies
  • AI-based Problem Solving and Planning
  • Computability, Logic, AI Algorithms
  • Research Data Management Practices
  • Advanced Graph Neural Networks
  • Business Process Modeling and Analysis
  • Constraint Satisfaction and Optimization
  • Explainable Artificial Intelligence (XAI)
  • Data Mining Algorithms and Applications
  • Formal Methods in Verification

Kansas State University
2009-2025

Michigan State University
2023

Wright State University
2010-2019

American Library Association
2019

Shanghai Jiao Tong University
2013

The Wojciech Kętrzyński Northern Institute
2011

University of California, Santa Barbara
2011

Karlsruhe Institute of Technology
2004-2010

National Kaohsiung First University of Science and Technology
2010

National University of Ireland
1999-2010

With more substantial funding from research organizations and industry, numerous large-scale applications, recently developed technologies, the Semantic Web is quickly emerging as a well-recognized important area of computer science. While technologies are still rapidly evolving, Foundations Technologies focuses on established foundations in this that have become relatively stable over time. It thoroughly covers basic introductions intuitions, technical details, formal foundations.The book...

10.5860/choice.48-0914 article EN Choice Reviews Online 2010-10-01

The study and understanding of human behaviour is relevant to computer science, artificial intelligence, neural computation, cognitive philosophy, psychology, several other areas. Presupposing cognition as basis behaviour, among the most prominent tools in modelling are computational-logic systems, connectionist models cognition, uncertainty. Recent studies psychology have produced a number reasoning, learning, language that underpinned by computation. In addition, efforts science research...

10.48550/arxiv.1711.03902 preprint EN other-oa arXiv (Cornell University) 2017-01-01

Around 2006, the inception of Linked Data [2] has led to a realignment Semantic Web vision and realization that data is not merely way evaluate our theoretical considerations, but key research enabler in its own right inspires novel foundational questions. Since then, growing rapidly altering research, governments, industry. Simply put, takes World Wide Web’s ideas global identifiers links applies them (raw) data, just documents. Moreover, regularly highlighted by Tim Berners-Lee, Anybody...

10.3233/sw-130117 article EN Semantic Web 2013-01-01

In 2010 Tim Berners-Lee introduced a 5 star rating to his Linked Data design issues page encourage data publishers along the road good Data. What makes so effective is its simplicity, clarity, and pinch of psychology –

10.3233/sw-140135 article EN Semantic Web 2014-01-01

Depression is a major public health concern in the U.S. and globally. While successful early identification treatment can lead to many positive behavioral outcomes, depression, remains undiagnosed, untreated or undertreated due several reasons, including denial of illness as well cultural social stigma. With ubiquity media platforms, millions people are now sharing their online persona by expressing thoughts, moods, emotions, even daily struggles with mental on media. Unlike traditional...

10.1371/journal.pone.0226248 article EN cc-by PLoS ONE 2020-04-10

Neuro-Symbolic Artificial Intelligence – the combination of symbolic methods with that are based on artificial neural networks has a long-standing history. In this article, we provide structured overview current trends, by means categorizing recent publications from key conferences. The article is meant to serve as convenient starting point for research general topic.

10.3233/aic-210084 article EN AI Communications 2021-09-17

Abstract Knowledge graphs (KGs) are a novel paradigm for the representation, retrieval, and integration of data from highly heterogeneous sources. Within just few years, KGs their supporting technologies have become core component modern search engines, intelligent personal assistants, business intelligence, so on. Interestingly, despite large‐scale availability, they yet to be as successful in realm environmental intelligence. In this paper, we will explain why spatial require special...

10.1002/aaai.12043 article EN cc-by AI Magazine 2022-03-01

The realization of Semantic Web reasoning is central to substantiating the vision. However, current mainstream research on this topic faces serious challenges, which forces us question established lines and rethink

10.3233/sw-2010-0010 article EN Semantic Web 2010-01-01

While catchphrases such as big data, smart data‐intensive science, or dust highlight different aspects, they share a common theme — namely, shift toward data‐centered perspective in which the synthesis and analysis of data at an ever‐increasing spatial, temporal, thematic resolution promise new insights, while, same time, reduce need for strong domain theories starting points. In terms envisioned methodologies, those tend to emphasize role predictive analytics, that is, statistical...

10.1609/aimag.v36i1.2560 article EN AI Magazine 2015-03-01
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