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List of works by Michael Färber

A Blocking-Based Approach to Enhance Large-Scale Reference Linking ⬇️

ULITE@JCDL paper

A Comparative Evaluation of Cross-Lingual Text Annotation Techniques ⬇️

CLEF paper on text annotation

A Comparative Survey of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO ⬇️

scientific article (publication date: 2015)

A Delay-Robust Touristic Plan Recommendation Using Real-World Public Transportation Information ⬇️

Paper on plan recommendation

A Full-Fledged Framework for Combining Entity Linking Systems and Components

scientific article published on 29 November 2023

A High-Quality Gold Standard for Citation-based Tasks ⬇️

Data set paper

A Large-Scale Analysis of Cross-Lingual Citations in English Papers ⬇️

Paper on citation analysis

A Linked Data wrapper for CrunchBase ⬇️

Artikel über CrunchBase in RDF

A Multidimensional Dataset Based on Crowdsourcing for Analyzing and Detecting News Bias ⬇️

CIKM paper on media bias

A Semantic Wiki for Novelty Search on Documents ⬇️

Paper describing a semantic wiki

A Statistical Comparison of Current Knowledge Bases ⬇️

Paper on knowledge graphs

AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First – Using Relation Extraction to Identify Entities

SemEval paper

AWARE: A Situational Awareness Framework for Facilitating Adaptive Behavior of Autonomous Vehicles in Manufacturing ⬇️

scientific article published in 2020

AWARE: An Ontology for Situational Awareness of Autonomous Vehicles in Manufacturing ⬇️

Paper on the AWARE ontology

Analyzing the GitHub Repositories of Research Papers ⬇️

Paper from 2020

Analyzing the impact of companies on AI research based on publications

scientific article published on 24 November 2023

Annotating Domain-Specific Texts with Babelfy: A Case Study ⬇️

Paper on text annotation

Annotating and Analyzing Biased Sentences in News Articles using Crowdsourcing ⬇️

Paper on media bias

Answering Event-Related Questions over Long-term News Article Archives ⬇️

Paper on question answering

Automatic Hint Generation

scientific article published on 09 August 2023

Biases in scholarly recommender systems: impact, prevalence, and mitigation

scientific article published on 21 March 2023

Bibliometric-Enhanced arXiv: A Data Set for Paper-Based and Citation-Based Tasks ⬇️

Data set paper

Bootstrapping Multilingual Metadata Extraction: A Showcase in Cyrillic ⬇️

workshop paper

BreXearch: Exploring Brexit Data Using Cross-Lingual and Cross-Media Semantic Search ⬇️

Paper on semantic search

C-Rex: A Comprehensive System for Recommending In-Text Citations with Explanations ⬇️

Paper on citation recommendation

CITEWERTs: A System Combining Cite-Worthiness with Citation Recommendation ⬇️

Paper on citation recommendation

Citation Recommendation: Approaches and Datasets ⬇️

Survey article on citation recommendation

Combining Linking Techniques for Everyone ⬇️

conference paper

Cross-lingual citations in English papers: a large-scale analysis of prevalence, usage, and impact

scientific article published in 2021

DataHunter: A System for Finding Datasets Based on Scientific Problem Descriptions ⬇️

RecSys paper

Determining How Citations Are Used in Citation Contexts ⬇️

Paper on citing behavior

Evaluating the Availability of Open Citation Data ⬇️

Paper in digital libraries

Explaining Convolutional Neural Networks by Tagging Filters ⬇️

AIMLAI@AAAI paper

Exploding TV Sets & Disappointing Laptops: Suggesting Interesting Content in News Archives based on Surprise Estimation ⬇️

Paper in IR

Exploiting Knowledge Bases for Multilingual and Cross-lingual Semantic Annotation and Search ⬇️

Paper on semantic search

Exploiting Semantic Annotations for Entity-based Information Retrieval ⬇️

Paper on IR

Few-Shot Document-Level Relation Extraction ⬇️

NAACL paper

Finding Temporal Trends of Scientific Concepts ⬇️

Paper on trend detection

How Does Author Affiliation affect Preprint Citation Count? Analyzing Citation Bias at the Institution and Country Level ⬇️

JCDL paper

HybridCite: A Hybrid Model for Context-Aware Citation Recommendation ⬇️

Paper on citation recommendation

Identifying Twitter Bots Using a Convolutional Neural Network ⬇️

Paper on malicious tweet detection

Identifying Used Methods and Datasets in Scientific Publications ⬇️

Paper on scholarly entity detection

Improving Question Answering for Event-Focused Questions in Temporal Collections of News Articles ⬇️

Article on QA

KORE 50^DYWC: An Evaluation Data Set for Entity Linking Based on DBpedia, YAGO, Wikidata and Crunchbase ⬇️

Data set paper

Kuphi - an Investigation Tool for Searching for and via Semantic Relations ⬇️

Paper on semantic search

Linked Crunchbase: A Linked Data API and RDF Data Set About Innovative Companies

Paper about Crunchbase in RDF

Linked Papers With Code: The Latest in Machine Learning as an RDF Knowledge Graph

scientific article published in proceedings of the iswc 2023 posters, demos and industry tracks: from novel ideas to industrial practice

Linked data quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO ⬇️

Artikel über die Qualität von Linked Open Data

Machine Learning in Short-Reach Optical Systems: A Comprehensive Survey

scientific article published on 28 June 2024

Making Neural Networks FAIR ⬇️

Paper on FAIRnets

Media Bias Everywhere? A Vision for Dealing with the Manipulation of Public Opinion ⬇️

Paper on media bias

Microsoft Academic Knowledge Graph

RDF representation of the Microsoft Academic Graph

Neural Citation Recommendation: A Reproducibility Study ⬇️

Paper on citation recommendation

On Emerging Entity Detection ⬇️

Paper on emerging entities

Ontology-Supported Document Ranking for Novelty Search ⬇️

Paper on novelty detection

PRoST: Distributed Execution of SPARQL Queries Using Mixed Partitioning Strategies ⬇️

Paper on SPARQL query processing

PaperHunter: A System for Exploring Papers and Citation Contexts ⬇️

Paper in digital libraries

Quantifying Explanations of Neural Networks in E-Commerce Based on LRP ⬇️

ECML paper

Recommending Datasets for Scientific Problem Descriptions ⬇️

CIKM paper

Relational Schemata for Distributed SPARQL Query Processing ⬇️

Paper in IR

Right for the Right Reasons: Making Image Classification Intuitively Explainable ⬇️

Paper on explainable AI

Safety Aware Reinforcement Learning by Identifying Comprehensible Constraints in Expert Demonstrations ⬇️

SafeAI@AAAI paper

ScholarSight: Visualizing Temporal Trends of Scientific Concepts ⬇️

Paper on trend detection

SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples ⬇️

scientific article published at ISWC 2023 resource track.

Semantic MediaWiki - A Tool for Collaborative Knowledge Management

Book chapter about the use of Semantic MediaWiki

Semantic Modelling of Citation Contexts for Context-aware Citation Recommendation ⬇️

Paper on citation recommendation

Semantic Search for Novel Information

Book about novelty detection

Sequence Labeling for Citation Field Extraction from Cyrillic Script References ⬇️

SDU@AAAI paper

Team Peter Brinkmann at SemEval-2019 Task 4: Detecting Biased News Articles Using Convolutional Neural Networks ⬇️

Paper in IR

The Green AI Ontology: An Ontology for Modeling the Energy Consumption of AI Models ⬇️

ISWC paper (Best Poster Award)

The Microsoft Academic Knowledge Graph Enhanced: Author Name Disambiguation, Publication Classification, and Embeddings ⬇️

QAA journal article

The Microsoft Academic Knowledge Graph: A Linked Data Source with 8 Billion Triples of Scholarly Data ⬇️

conference paper published in 2019

The data set knowledge graph: Creating a linked open data source for data sets

scientific article published in 2021

The xLiMe System: Cross-lingual and Cross-modal Semantic Annotation, Search and Recommendation over Live-TV, News and Social Media Streams ⬇️

Article about a semantic search and recommender system

Theories about World Representations for the Internet of Things ⬇️

Paper on semantic theories

Theories of Meaning for the Internet of Things

Book chapter about semantic theories of meaning

To Cite, or Not to Cite? Detecting Citation Contexts in Text ⬇️

Paper on citation prediction

Toward Real Event Detection ⬇️

Paper on veracity detection

Towards Monitoring of Novel Statements in the News ⬇️

Paper on novelty detection

Towards Recommending Interesting Content in News Archives ⬇️

Paper on IR

Trends of Publications' Citations and Altmetrics Based on Open Access Types ⬇️

JCDL paper

Using a semantic wiki for technology forecast and technology monitoring ⬇️

Journal article on technology monitoring

When to Use Which Neural Network? Finding the Right Neural Network Architecture for a Research Problem ⬇️

SDU@AAAI paper

Which Knowledge Graph Is Best for Me?

scholarly article by Michael Färber published in September 2018

Which Publications' Metadata Are in Which Bibliographic Databases? A System for Exploration ⬇️

BIR@ECIR paper

Who's Behind That Website? Classifying Websites by the Degree of Commercial Intent ⬇️

Paper on website classification

XKnowSearch!: Exploiting Knowledge Bases for Entity-based Cross-lingual Information Retrieval ⬇️

2016 conference paper

unarXive: A Large Scholarly Data Set with Publications’ Full-Text, Annotated In-Text Citations, and Links to Metadata ⬇️

Data set article

xLiD-Lexica: Cross-lingual Linked Data Lexica ⬇️

Data set paper

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