Markus Stocker

Orcid: 0000-0001-5492-3212

Affiliations:
  • TIB - Leibniz Information Centre for Science and Technology, Hannover, Germany
  • University of Eastern Finland, Department of Environmental and Biological Sciences, Kuopio, Finland (PhD 2015)


According to our database1, Markus Stocker authored at least 79 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Information extraction pipelines for knowledge graphs.
Knowl. Inf. Syst., May, 2023







Scholarly Knowledge Graph Construction from Published Software Packages.
Proceedings of the Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration, 2023

Probing Large Language Models for Scientific Synonyms.
Proceedings of the Joint Workshop Proceedings of the 5th International Workshop on A Semantic Data Space For Transport (Sem4Tra) and 2nd NLP4KGC: Natural Language Processing for Knowledge Graph Construction co-located with the 19th International Conference on Semantic Systems (SEMANTiCS 2023), 2023

NFDI4DS Transfer and Application.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

Organizing Scholarly Knowledge in the Open Research Knowledge Graph An Open-Science Platform for FAIR Scholarly Knowledge.
Proceedings of the 1st Conference on Research Data Infrastructure - Connecting Communities, 2023

2022

Analysing the requirements for an Open Research Knowledge Graph: use cases, quality requirements, and construction strategies.
Int. J. Digit. Libr., 2022

A Scholarly Knowledge Graph-Powered Dashboard: Implementation and User Evaluation.
Frontiers Res. Metrics Anal., 2022

Persistent Identification and Interlinking of FAIR Scholarly Knowledge.
CoRR, 2022

TinyGenius: intertwining natural language processing with microtask crowdsourcing for scholarly knowledge graph creation.
Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022

Enriching Scholarly Knowledge with Context.
Proceedings of the Web Engineering - 22nd International Conference, 2022

MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles.
Proceedings of the From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries, 2022

Scholarly Knowledge Extraction from Published Software Packages.
Proceedings of the From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries, 2022

The Digitalization of Bioassays in the Open Research Knowledge Graph.
Proceedings of the Database and Expert Systems Applications, 2022

2021
Auxiliary evaluation data of SmartReviews.
Dataset, July, 2021

Auxiliary evaluation data of SmartReviews.
Dataset, July, 2021

Integrating data and analysis technologies within leading environmental research infrastructures: Challenges and approaches.
Ecol. Informatics, 2021

Plumber: A Modular Framework to Create Information Extraction Pipelines.
Proceedings of the Companion of The Web Conference 2021, 2021

Demonstration of Faceted Search on Scholarly Knowledge Graphs.
Proceedings of the Companion of The Web Conference 2021, 2021

Triple Classification for Scholarly Knowledge Graph Completion.
Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

Crowdsourcing Scholarly Discourse Annotations.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines.
Proceedings of the Web Engineering - 21st International Conference, 2021

SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles.
Proceedings of the Towards Open and Trustworthy Digital Societies, 2021

Federating Scholarly Infrastructures with GraphQL.
Proceedings of the Towards Open and Trustworthy Digital Societies, 2021

SmartReviews: Towards Human- and Machine-Actionable Reviews.
Proceedings of the Linking Theory and Practice of Digital Libraries, 2021

Leveraging a Federation of Knowledge Graphs to Improve Faceted Search in Digital Libraries.
Proceedings of the Linking Theory and Practice of Digital Libraries, 2021

2020
Dataset for Creating a Scholarly Knowledge Graph from Survey Article Tables.
Dataset, March, 2020

Towards Operational Research Infrastructures with FAIR Data and Services.
Proceedings of the Towards Interoperable Research Infrastructures for Environmental and Earth Sciences, 2020

Case Study: ENVRI Science Demonstrators with D4Science.
Proceedings of the Towards Interoperable Research Infrastructures for Environmental and Earth Sciences, 2020

Semantic and Knowledge Engineering Using ENVRI RM.
Proceedings of the Towards Interoperable Research Infrastructures for Environmental and Earth Sciences, 2020

FAIR Convergence Matrix: Optimizing the Reuse of Existing FAIR-Related Resources.
Data Intell., 2020

Persistent Identification of Instruments.
Data Sci. J., 2020

Toward Representing Research Contributions in Scholarly Knowledge Graphs Using Knowledge Graph Cells.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Building Scholarly Knowledge Bases with Crowdsourcing and Text Mining.
Proceedings of the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents co-located with the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Generate FAIR Literature Surveys with Scholarly Knowledge Graphs.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Operational Research Literature as a Use Case for the Open Research Knowledge Graph.
Proceedings of the Mathematical Software - ICMS 2020, 2020

Towards Customizable Chart Visualizations of Tabular Data Using Knowledge Graphs.
Proceedings of the Digital Libraries at Times of Massive Societal Transition, 2020

Creating a Scholarly Knowledge Graph from Survey Article Tables.
Proceedings of the Digital Libraries at Times of Massive Societal Transition, 2020

Question Answering on Scholarly Knowledge Graphs.
Proceedings of the Digital Libraries for Open Knowledge, 2020

Requirements Analysis for an Open Research Knowledge Graph.
Proceedings of the Digital Libraries for Open Knowledge, 2020

Open Science Graphs Must Interoperate!
Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020

2019


TPDL 2019, DILS 2018 papers, ORKG overview.
Dataset, January, 2019

JCDL 2019, ORKG, use case dataset.
Dataset, January, 2019

Open Research Knowledge Graph: Towards Machine Actionability in Scholarly Communication.
CoRR, 2019

Knowledge-as-a-Service: A Community Knowledge Base for Research Infrastructures in Environmental and Earth Sciences.
Proceedings of the 2019 IEEE World Congress on Services, 2019

Comparing Research Contributions in a Scholarly Knowledge Graph.
Proceedings of the Third International Workshop on Capturing Scientific Knowledge co-located with the 10th International Conference on Knowledge Capture (K-CAP 2019), 2019

Open Research Knowledge Graph: Next Generation Infrastructure for Semantic Scholarly Knowledge.
Proceedings of the 10th International Conference on Knowledge Capture, 2019

Open Research Knowledge Graph: A System Walkthrough.
Proceedings of the Digital Libraries for Open Knowledge, 2019

2018
Curating Scientific Information in Knowledge Infrastructures.
Data Sci. J., 2018

Towards a Knowledge Graph for Science.
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

Towards Research Infrastructures that Curate Scientific Information: A Use Case in Life Sciences.
Proceedings of the Data Integration in the Life Sciences - 13th International Conference, 2018

2017
From Data to Machine Readable Information Aggregated in Research Objects.
D Lib Mag., 2017

The Scholix Framework for Interoperability in Data-Literature Information Exchange.
D Lib Mag., 2017

2016
Detection and Classification of Vehicles by Measurement of Road-Pavement Vibration and by Means of Supervised Machine Learning.
J. Intell. Transp. Syst., 2016

Knowledge-based environmental research infrastructure: moving beyond data.
Earth Sci. Informatics, 2016

2015
An alternative approach to transverse and profile terrain curvature.
Int. J. Geogr. Inf. Sci., 2015

Emrooz: A Scalable Database for SSN Observations.
Proceedings of the Joint Proceedings of the 1st Joint International Workshop on Semantic Sensor Networks and Terra Cognita (SSN-TC 2015) and the 4th International Workshop on Ordering and Reasoning (OrdRing 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, United States, October 11th - and, 2015

Provenance in Systems for Situation Awareness in Environmental Monitoring.
Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015

A Software System for the Discovery of Situations Involving Drivers in Storms.
Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015

Quality Control of Environmental Measurement Data with Quality Flagging.
Proceedings of the Environmental Software Systems. Infrastructures, Services and Applications, 2015

2014
Situational Knowledge Representation for Traffic Observed by a Pavement Vibration Sensor Network.
IEEE Trans. Intell. Transp. Syst., 2014

Representing situational knowledge acquired from sensor data for atmospheric phenomena.
Environ. Model. Softw., 2014

2013
Acquisition and Representation of Knowledge for Atmospheric New Particle Formation.
Proceedings of the Environmental Software Systems. Fostering Information Sharing, 2013

TiTiMaKe: A Distributed Service Architecture for Security Applications.
Proceedings of the Environmental Software Systems. Fostering Information Sharing, 2013

2012
Making Sense of Sensor Data Using Ontology: A Discussion for Residential Building Monitoring.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2011
The Relevance of Measurement Data in Environmental Ontology Learning.
Proceedings of the Environmental Software Systems. Frameworks of eEnvironment, 2011

2009
PelletSpatial: A Hybrid RCC-8 and RDF/OWL Reasoning and Query Engine.
Proceedings of the 5th International Workshop on OWL: Experiences and Directions (OWLED 2009), 2009

2008
SPARQL basic graph pattern optimization using selectivity estimation.
Proceedings of the 17th International Conference on World Wide Web, 2008

Owlgres: A Scalable OWL Reasoner.
Proceedings of the Fifth OWLED Workshop on OWL: Experiences and Directions, 2008

2007
The Fundamentals of iSPARQL: A Virtual Triple Approach for Similarity-Based Semantic Web Tasks.
Proceedings of the Semantic Web, 2007

Semantic Process Retrieval with iSPARQL.
Proceedings of the Semantic Web: Research and Applications, 2007


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