
Niklas PetersenMVI
Niklas Petersen
Doctor of Philosophy
Senior Knowledge Engineer @ MVI
About
18
Publications
10,348
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169
Citations
Introduction
Additional affiliations
June 2019 - August 2020
eccenca
Position
- Engineer
September 2014 - March 2020
September 2014 - May 2019
Publications
Publications (18)
Data is a critical ingredient for many analyses. Its recent exponential growth allowed utilizing computers to solve previously considered hard problems. For organizations and entire economies, being able to solve harder problems results in a competitive advantage. However, organizations often struggle to make use of the growing amount of data. Data...
The vision of moving towards more autonomous systems in the industrial domain requires the efficient use of information. The frequent absence of well described assets and the poorly structured and non-available live data is considered as one of the main roadblocks towards this future. This paper addresses the issues by creating an ontology for MTCo...
The digitization of the industry requires information models describing assets and information sources of companies to enable the semantic integration and interoperable exchange of data. We report on a case study in which we realized such an information model for a global manufacturing company using semantic technologies. The information model is c...
Ontologies are increasingly being developed on web-based repository hosting platforms such as GitHub. Accordingly, there is a demand for ontology editors which can be easily connected to the hosted repositories. TurtleEditor is a web-based RDF editor that provides this capability and supports the distributed development of ontologies on repository...
The shortage of visual editors for RDF-based ontologies motivated us to develop a web client to visualize and edit ontologies represented as RDF graphs. Besides visual editing, we also wanted to support text-based editing to combine the " best of both worlds ". Therefore, we realized the visual editor as an extension of the TurtleEditor, a text-bas...
Keeping factories running at any time is a critical task for every manufacturing enterprise. Optimizing the flows of goods and services inside and between factories is a challenge that attracts much attention in research and business. The idea to fully describe a factory in a digital form to improve decision making is called a virtual factory. Whil...
Coherent and consistent tracking of provenance data and in particular update history information is a crucial building block for any serious information system architecture. Version Control Systems can be a part of such an architecture enabling users to query and manipulate versioning information as well as content revisions. In this paper, we intr...
Supply Chain Management aims at optimizing the flow of goods and services from the producer to the consumer. Closely interconnected enterprises that align their production, logistics and procurement with one another thus enjoy a competitive advantage in the market. To achieve a close alignment, an instant, robust and efficient information flow alon...
Vocabularies are increasingly being developed on platforms for hosting version-controlled repositories, such as GitHub. However, these platforms lack important features that have proven useful in vocabulary development. We present VoCol, an integrated environment that supports the development of vocabularies using Version Control Systems. VoCol is...
Sharing information securely between business partners and managing large supply chains efficiently will be a crucial competitive advantage for enterprises in the near future. In this paper, we present a concept that allows for building value networks between business partners in a distributed manner. Companies are able to publish Linked Data which...
Advanced, highly specialized economies require instant , robust and efficient information flows within its value-added and Supply Chain networks. Especially also in the context of the recent Industry 4.0, smart manufacturing or cyber-physical systems initiatives more efficient and effective information exchange in supply networks is of paramount im...
Vocabularies typically reflect a consensus among experts in a
certain application domain. They are thus implemented in collaboration
of domain experts and knowledge engineers. Particularly the presence of
domain experts with little technical background requires a low-threshold
vocabulary engineering methodology. This methodology should be im-
pleme...
Vocabularies typically reflect a consensus among experts in a
certain application domain. They are thus implemented in collaboration
of domain experts and knowledge engineers. Particularly the presence of
domain experts with little technical background requires a low-threshold
vocabulary engineering methodology. This methodology should be im-
pleme...
With the LUCID Endpoint, we demonstrate how companies can utilize Linked Data technology to provide major data items for their business partners in a timely manner, machine readable and with open and extensible schemata. The main idea is to provide a Linked Data infrastructure which enables all partners to fetch, as well as to clone and to synchron...