Marko Grobelnik

Orcid: 0000-0001-7373-5591

According to our database1, Marko Grobelnik authored at least 132 papers between 1991 and 2023.

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Bibliography

2023
A commonsense-infused language-agnostic learning framework for enhancing prediction of political bias in multilingual news headlines.
Knowl. Based Syst., October, 2023

Seeking information about assistive technology: Exploring current practices, challenges, and the need for smarter systems.
Int. J. Hum. Comput. Stud., September, 2023

Profiling the barriers to the spreading of news using news headlines.
Frontiers Artif. Intell., February, 2023

From fear to action: AI governance and opportunities for all.
Frontiers Comput. Sci., 2023

Profiling the news spreading barriers using news headlines.
CoRR, 2023

Classification of news spreading barriers.
CoRR, 2023

An Inferential Commonsense-Driven Framework for Predicting Political Bias in News Headlines.
IEEE Access, 2023

Towards InnoGraph: A Knowledge Graph for AI Innovation.
Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

AI, What Does the Future Hold for Us? Automating Strategic Foresight.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Graph-Inceptor: Towards Extreme Data Ingestion, Massive Graph Creation and Storage.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Semi-Supervised Event Predictions with Graph Networks.
Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

2022
Why is a document relevant? Understanding the relevance scores in cross-lingual document retrieval.
Knowl. Based Syst., 2022

Analysis of information cascading and propagation barriers across distinctive news events.
J. Intell. Inf. Syst., 2022

A global COVID-19 observatory, monitoring the pandemics through text mining and visualization.
Informatica (Slovenia), 2022

A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines.
CoRR, 2022

Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination.
IEEE Access, 2022

Big Data and AI Pipeline Framework: Technology Analysis from a Benchmarking Perspective.
Proceedings of the Technologies and Applications for Big Data Value, 2022

2021
Report on the 30th the web conference 2021 (TheWebConf2021).
SIGIR Forum, 2021

A Semantic Model for Interchangeable Microservices in Cloud Continuum Computing.
Inf., 2021

NewsMeSH: A new classifier designed to annotate health news with MeSH headings.
Artif. Intell. Medicine, 2021

WIT: Workshop on deriving Insights from user-generated Text.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
Meaningful Big Data Integration for a Global COVID-19 Strategy.
IEEE Comput. Intell. Mag., 2020

Key influencing factors of the Kubernetes auto-scaler for computing-intensive microservice-native cloud-based applications.
Adv. Eng. Softw., 2020

2019
StreamStory: Exploring Multivariate Time Series on Multiple Scales.
IEEE Trans. Vis. Comput. Graph., 2019

An Overview of the TBFY Knowledge Graph for Public Procurement.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

2018
A Capillary Computing Architecture for Dynamic Internet of Things: Orchestration of Microservices from Edge Devices to Fog and Cloud Providers.
Sensors, 2018

Introduction to the Special Anniversary Issue on "AI in Slovenia".
Informatica (Slovenia), 2018

Semantic Annotation of Documents Based on Wikipedia Concepts.
Informatica (Slovenia), 2018

Towards a Knowledge Graph Based Platform for Public Procurement.
Proceedings of the Metadata and Semantic Research - 12th International Conference, 2018

TheyBuyForYou: Enabling Procurement Data Value Chains.
Proceedings of the Advances in Service-Oriented and Cloud Computing, 2018

Real-Time Data-Intensive Telematics Functionalities at the Extreme Edge of the Network: Experience with the PrEstoCloud Project.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

2017
Semantic Annotation of Text Using Open Semantic Resources.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Document Classification.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Event Extraction from Media Texts.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Text Mining for the Semantic Web.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Feature Construction in Text Mining.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Curious Cat-Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition.
ACM Trans. Inf. Syst., 2017

News Across Languages - Cross-Lingual Document Similarity and Event Tracking (Extended Abstract).
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016
The strategic impact of META-NET on the regional, national and international level.
Lang. Resour. Evaluation, 2016

News Across Languages - Cross-Lingual Document Similarity and Event Tracking.
J. Artif. Intell. Res., 2016

Conceptualization of science using collaboration and competences.
Electron. Libr., 2016

Reports of the 2016 AAAI Workshop Program.
AI Mag., 2016

Curious cat conversational crowd based and context aware knowledge acquisition chat bot.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

Using News Articles for Real-time Cross-Lingual Event Detection and Filtering.
Proceedings of the First International Workshop on Recent Trends in News Information Retrieval co-located with 38th European Conference on Information Retrieval (ECIR 2016), 2016

2015
Editorial.
J. Web Semant., 2015

DiversiNews: Surfacing Diversity in Online News.
AI Mag., 2015

Towards a Complete Event Type Taxonomy.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Interpreting News Recommendation Models.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Orchestrating Global Systems Science and Information Technologies for Policy Modelling - The SYMPHONY Approach.
Proceedings of the Workshop on Enabling Effective Policy Making 2015, 2015

Leadership and Balance in Research.
Proceedings of the Informatics in the Future, 2015

2014
Inductive Reasoning and Machine Learning for the Semantic Web.
Semantic Web, 2014

Event registry: learning about world events from news.
Proceedings of the 23rd International World Wide Web Conference, 2014

Cross-lingual detection of world events from news articles.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

2013
Automatic Text Analysis by Artificial Intelligence.
Informatica (Slovenia), 2013

2012
Text stream processing.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

Exploring History Through Newspaper Archives.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

Accessing Information About Linked Data Vocabularies with vocab.cc.
Proceedings of the Semantic Web and Web Science, 2012

Visualisation of Online Discussion Forums.
Proceedings of the Empowering Open and Collaborative Governance, 2012

2011
User Modeling Combining Access Logs, Page Content and Semantics
CoRR, 2011

SemSearch'11: the 4th semantic search workshop.
Proceedings of the 20th International Conference on World Wide Web, 2011

The web of things.
Proceedings of the 20th International Conference on World Wide Web, 2011

Many faces of text processing.
Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Information Resource Recommendation in Knowledge Processes.
Proceedings of the Semantic Web: ESWC 2011 Workshops, 2011

Search and mining entity-relationship data.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Machine Learning Techniques for Understanding Context and Process.
Proceedings of the Context and Semantics for Knowledge Management, 2011

Managing and Understanding Context.
Proceedings of the Context and Semantics for Knowledge Management, 2011

2010
Document Classification.
Proceedings of the Encyclopedia of Machine Learning, 2010

Text Mining for the Semantic Web.
Proceedings of the Encyclopedia of Machine Learning, 2010

Feature Construction in Text Mining.
Proceedings of the Encyclopedia of Machine Learning, 2010

Visualization of Online Discussion Forums.
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

Overcoming Information Overload in the Enterprise: The Active Approach.
IEEE Internet Comput., 2010

A Service Oriented Framework for Natural Language Text Enrichment.
Informatica (Slovenia), 2010

Contextualized Question Answering.
J. Comput. Inf. Technol., 2010

Video search: are algorithms all we need?
Proceedings of the 19th International Conference on World Wide Web, 2010

Displaying Email-related Contextual Information using Contextify.
Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010

AnswerArt - Contextualized Question Answering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Exploring Contexts and Actions in Knowledge Processes.
Proceedings of the Second Workshop on Context, Information and Ontologies, 2010

Application of semantic annotations to predicting users' demographics.
Proceedings of the third workshop on Exploiting Semantic Annotations in Information Retrieval, 2010

2009
Guest editors' introduction: Special Issue from ECML PKDD 2009.
Mach. Learn., 2009

Semantic Technology for Capturing Communication Inside an Organization.
IEEE Internet Comput., 2009

Semantic Graphs Derived From Triplets with Application in Document Summarization.
Informatica (Slovenia), 2009

Guest editors' introduction: special issue of selected papers from ECML PKDD 2009.
Data Min. Knowl. Discov., 2009

Visual analysis of documents with semantic graphs.
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, 2009

Document Visualization Based on Semantic Graphs.
Proceedings of the 13th International Conference on Information Visualisation, 2009

Demo: HistoryViz - Visualizing Events and Relations Extracted from Wikipedia.
Proceedings of the Semantic Web: Research and Applications, 2009

Using task context to achieve effective information delivery.
Proceedings of the 1st Workshop on Context, Information and Ontologies, 2009

Modeling Common Real-Word Relations Using Triples Extracted from n-Grams.
Proceedings of the Semantic Web, Fourth Asian Conference, 2009

Knowledge Discovery for Semantic Web.
Proceedings of the Semantic Knowledge Management, 2009

Ontology Generation from Social Networks.
Proceedings of the Semantic Knowledge Management, 2009

Visualization of Temporal Semantic Spaces.
Proceedings of the Semantic Knowledge Management, 2009

Challenges of Semantic Knowledge Management.
Proceedings of the Semantic Knowledge Management, 2009

Capturing Document Semantics for Ontology Generation and Document Summarization.
Proceedings of the Semantic Knowledge Management, 2009

2008
Feature Selection for the Classification of Large Document Collections.
J. Univers. Comput. Sci., 2008

Contextualizing Ontologies with OntoLight: A Pragmatic Approach.
Informatica (Slovenia), 2008

Cross-lingual search over 22 european languages.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Monitoring Network Evolution using MDL.
Proceedings of the 24th International Conference on Data Engineering, 2008

08391 Working Group Summary - Analyzing Tag Semantics Across Tagging Systems.
Proceedings of the Social Web Communities, 21.09. - 26.09.2008, 2008

Predicting Category Additions in a Topic Hierarchy.
Proceedings of the Semantic Web, 3rd Asian Semantic Web Conference, 2008

2007
Extracting Named Entities and Relating Them over Time Based on Wikipedia.
Informatica (Slovenia), 2007

Knowledge discovery standards.
Artif. Intell. Rev., 2007

OntoGen: Semi-automatic Ontology Editor.
Proceedings of the Human Interface and the Management of Information. Interacting in Information Environments, 2007

Using Text Mining and Link Analysis for Software Mining.
Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

2006
kNN Versus SVM in the Collaborative Filtering Framework.
Proceedings of the Data Science and Classification, 2006

User profiling for the web.
Comput. Sci. Inf. Syst., 2006

Background knowledge for ontology construction.
Proceedings of the 15th international conference on World Wide Web, 2006

Golden Standard Based Ontology Evaluation Using Instance Assignment.
Proceedings of 4th International EON Workshop 2006 Evaluation of Ontologies for the Web Co-located with the WWW2006 Edinburgh, 2006

Comparing and Combining Two Approaches to Automated Subject Classification of Text.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006

2005
KDD-2005 workshop report: Link Discovery: issues, approaches and application (LinkKDD-2005).
SIGKDD Explor., 2005

Automated knowledge discovery in advanced knowledge management.
J. Knowl. Manag., 2005

Visualization of Text Document Corpus.
Informatica (Slovenia), 2005

Simple Classification into Large Topic Ontology of Web Documents.
J. Comput. Inf. Technol., 2005

The Workshops at the Twentieth National Conference on Artificial Intelligence.
AI Mag., 2005

Data Sparsity Issues in the Collaborative Filtering Framework.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2005

Text Classification with Active Learning.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Applying Collaborative Filtering to Real-life Corporate Data.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Semi-automatic Construction of Topic Ontologies.
Proceedings of the Semantics, Web and Mining, Joint International Workshops, 2005

Impact of Linguistic Analysis on the Semantic Graph Coverage and Learning of Document Extracts.
Proceedings of the Proceedings, 2005

2004
KDD-2004 workshop report link analysis and group detection (LinkKDD-2004).
SIGKDD Explor., 2004

Visualization of News Articles.
Informatica (Slovenia), 2004

Feature selection using linear classifier weights: interaction with classification models.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Visualizing Very Large Graphs Using Clustering Neighborhoods.
Proceedings of the Local Pattern Detection, 2004

2003
Feature selection on hierarchy of web documents.
Decis. Support Syst., 2003

Mapping Documents onto Web Page Ontology.
Proceedings of the Web Mining: From Web to Semantic Web, 2003

2001
Insights offered by data-mining when analyzing media space data.
Informatica (Slovenia), 2001

2000
Text Mining as Integration of Several Related Research Areas: Report on KDD'2000 Workshop on Text Mining.
SIGKDD Explor., 2000

Text mining (workshop session - title only).
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

1999
Feature Selection for Unbalanced Class Distribution and Naive Bayes.
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999

1994
Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation.
Proceedings of the Machine Learning: ECML-94, 1994

1993
Induction of Prolog Programs with Markus.
Proceedings of the Logic Program Synthesis and Transformation, 1993

1992
Stochastic Search in Inductive Logic Programming.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992

Inductive Learning Applied to Program Construction and Verification.
Proceedings of the Knowledge Oriented Software Design, Extended Papers from the IFIP TC12 Workshop on Artificial Intelligence from the Information Processing Perspective, 1992

1991
Learning Nonrecursive Definitions of Relations with LINUS.
Proceedings of the Machine Learning, 1991


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