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Employment (3)

University of Amsterdam: Amsterdam, NL

2025-02-01 to present | Assistant Professor (Institute for Logic, Language and Computation)
Employment
Source: Self-asserted source
David Graus

Randstad Groep Nederland: Diemen, NL

2020-03-01 to 2024-12-31 | Lead Data Scientist
Employment
Source: Self-asserted source
David Graus

FD Mediagroep: Amsterdam, NL

2016-10-03 to 2019-12-31 | Data Scientist
Employment
Source: Self-asserted source
David Graus

Education and qualifications (1)

University of Amsterdam: Amsterdam, Noord-Holland, NL

2012-05-01 to 2016-08-01 | PhD Candidate (Informatics Institute)
Education
Source: Self-asserted source
David Graus

Works (35)

Fairness and Bias in Algorithmic Hiring: A Multidisciplinary Survey

ACM Transactions on Intelligent Systems and Technology
2025-02-28 | Journal article
Contributors: Alessandro Fabris; Nina Baranowska; Matthew J. Dennis; David Graus; Philipp Hacker; Jorge Saldivar; Frederik Zuiderveen Borgesius; Asia J. Biega
Source: check_circle
Crossref

Fourth Workshop on Recommender Systems for Human Resources (RecSys in HR 2024)

2024-10-08 | Conference paper
Contributors: Toine Bogers; David Graus; Mesut Kaya; Chris Johnson; Jens-Joris Decorte; Tijl De Bie
Source: check_circle
Crossref

Third Workshop on Recommender Systems for Human Resources (RecSys in HR 2023)

2023-09-14 | Conference paper
Contributors: Toine Bogers; David Graus; Mesut Kaya; Chris Johnson; Jens-Joris Decorte
Source: check_circle
Crossref

Automated Personnel Scheduling with Reinforcement Learning and Graph Neural Networks

CEUR Workshop Proceedings
2022 | Conference paper
EID:

2-s2.0-85139595255

Part of ISSN: 16130073
Contributors: Platten, B.; Macfarlane, M.; Graus, D.; Mesbah, S.
Source: Self-asserted source
David Graus via Scopus - Elsevier

End-to-End Bias Mitigation in Candidate Recommender Systems with Fairness Gates

CEUR Workshop Proceedings
2022 | Conference paper
EID:

2-s2.0-85139592914

Part of ISSN: 16130073
Contributors: Arafan, A.M.; Graus, D.; Santos, F.P.; Beauxis-Aussalet, E.
Source: Self-asserted source
David Graus via Scopus - Elsevier

Second Workshop on Recommender Systems for Human Resources (RecSys in HR 2022)

RecSys 2022 - Proceedings of the 16th ACM Conference on Recommender Systems
2022 | Conference paper
EID:

2-s2.0-85139568314

Contributors: Bogers, T.; Graus, D.; Kaya, M.; Gutiérrez, F.; Mesbah, S.; Johnson, C.
Source: Self-asserted source
David Graus via Scopus - Elsevier

Transfer learning for multilingual vacancy text generation

GEM 2022 - 2nd Workshop on Natural Language Generation, Evaluation, and Metrics, Proceedings of the Workshop
2022 | Conference paper
EID:

2-s2.0-85152898773

Contributors: Lorincz, A.; Lavi, D.; Graus, D.; Pereira, J.L.M.
Source: Self-asserted source
David Graus via Scopus - Elsevier

conSultantBERT: Fine-tuned Siamese Sentence-BERT for matching jobs and job seekers

arXiv
2021 | Other
EID:

2-s2.0-85115838260

Part of ISSN: 23318422
Contributors: Lavi, D.; Medentsiy, V.; Graus, D.
Source: Self-asserted source
David Graus via Scopus - Elsevier
grade
Preferred source (of 3)‎

Entities of interest

arXiv
2021 | Other
EID:

2-s2.0-85102448443

Part of ISSN: 23318422
Contributors: Graus, D.P.
Source: Self-asserted source
David Graus via Scopus - Elsevier

Job posting-enriched knowledge graph for skills-based matching

arXiv
2021 | Other
EID:

2-s2.0-85115430370

Part of ISSN: 23318422
Contributors: De Groot, M.; Schutte, J.; Graus, D.
Source: Self-asserted source
David Graus via Scopus - Elsevier
grade
Preferred source (of 3)‎

RecSys in HR: Workshop on recommender systems for human resources

RecSys 2021 - 15th ACM Conference on Recommender Systems
2021 | Conference paper
EID:

2-s2.0-85115613759

Contributors: Bogers, T.; Graus, D.; Kaya, M.; Gutiérrez, F.; Verbert, K.
Source: Self-asserted source
David Graus via Scopus - Elsevier

Beyond Optimizing for Clicks: Incorporating Editorial Values in News Recommendation

arXiv
2020 | Other
EID:

2-s2.0-85095074470

Part of ISSN: 23318422
Contributors: Lu, F.; Dumitrache, A.; Graus, D.
Source: Self-asserted source
David Graus via Scopus - Elsevier
grade
Preferred source (of 3)‎

Improving Automated Segmentation of Radio Shows with Audio Embeddings

45th International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP)
2020 | Conference paper
EID:

2-s2.0-85093406213

Part of ISSN: 23318422
EID:

2-s2.0-85089237500

Part of ISSN: 15206149
Source: Self-asserted source
David Graus
grade
Preferred source (of 3)‎

Reading news with a purpose: Explaining user profiles for self-actualization

Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization
2019 | Conference paper
EID:

2-s2.0-85068728573

Source: Self-asserted source
David Graus
grade
Preferred source (of 2)‎

"Let me tell you who you are" Explaining recommender systems by opening black box user profiles

The 2nd FATREC Workshop on Responsible Recommendation
2018 | Conference paper
Source: Self-asserted source
David Graus

SMART Journalism: Personalizing, Summarizing, and Recommending Financial Economic News

The Algorithmic Personalization and News (APEN18) Workshop at ICWSM '18
2018 | Conference paper
Source: Self-asserted source
David Graus

SMART Radio: Personalized News Radio

Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop
2018 | Conference paper
Source: Self-asserted source
David Graus

The birth of collective memories: Analyzing emerging entities in text streams

Journal of the Association for Information Science and Technology
2018 | Journal article
EID:

2-s2.0-85041562878

Part of ISSN: 23301643 23301635
EID:

2-s2.0-85093739262

Part of ISSN: 23318422
Source: Self-asserted source
David Graus
grade
Preferred source (of 3)‎

System for interpreting and managing imprecise temporal expressions

2018-06 | Other
Source: Self-asserted source
David Graus

Entities of Interest — Discovery in Digital Traces

2017 | Dissertation or Thesis
Source: Self-asserted source
David Graus

Analyzing and Predicting Task Reminders

The 24th Conference on User Modeling, Adaptation and Personalization
2016 | Conference paper
EID:

2-s2.0-84984918747

Source: Self-asserted source
David Graus
grade
Preferred source (of 2)‎

Dynamic collective entity representations for entity ranking

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining
2016 | Conference paper
EID:

2-s2.0-84964343922

Source: Self-asserted source
David Graus
grade
Preferred source (of 2)‎

Wij zijn racisten, en daarom Google ook

NRC Handelsblad
2016 | Journal article
Source: Self-asserted source
David Graus

Combining multiple signals for semanticizing tweets: University of Amsterdam at #Microposts2015

5th Workshop on Making Sense of Microposts (#Microposts2015)
2015 | Conference paper
EID:

2-s2.0-84938524583

Part of ISSN: 16130073
Source: Self-asserted source
David Graus
grade
Preferred source (of 2)‎

Who is Involved? Semantic Search for E-Discovery

ICAIL 2015 Workshop on Using Machine Learning and Other Advanced Techniques to Address Legal Problems in E-Discovery and Information Governance (DESI VI Workshop)
2015 | Conference paper
Source: Self-asserted source
David Graus

Generating pseudo-ground truth for predicting new concepts in social streams

Advances in Information Retrieval (ECIR 2014)
2014 | Book chapter
EID:

2-s2.0-84899995147

Part of ISSN: 16113349 03029743
Source: Self-asserted source
David Graus
grade
Preferred source (of 2)‎

Recipient recommendation in enterprises using communication graphs and email content

Proceedings of the 37th International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR 2014)
2014 | Conference paper
EID:

2-s2.0-84904547611

Source: Self-asserted source
David Graus
grade
Preferred source (of 2)‎

Semanticizing search engine queries: the University of Amsterdam at the ERD 2014 challenge

Proceedings of the first international workshop on Entity recognition & disambiguation
2014 | Conference paper
EID:

2-s2.0-84908626637

Source: Self-asserted source
David Graus
grade
Preferred source (of 2)‎

Multilingual semantic linking for video streams: Making “ideas worth sharing” more accessible

Proceedings of the 2nd International Workshop on Web of Linked Entities (WoLE 2013)
2013 | Conference paper
Source: Self-asserted source
David Graus

Semantic linking and contextualization for social forensic text analysis

2013 European Intelligence and Security Informatics Conference
2013 | Conference paper
EID:

2-s2.0-84892179728

Source: Self-asserted source
David Graus
grade
Preferred source (of 2)‎

Semantic search in e-discovery: An interdisciplinary approach

ICAIL 2013 Workshop on Standards for Using Predictive Coding, Machine Learning, and Other Advanced Search and Review Methods in E-Discovery (DESI V Workshop)
2013 | Conference paper
Source: Self-asserted source
David Graus

Time-aware chi-squared for document filtering over time

Proceedings of the SIGIR 2013 Workshop on Time-aware Information Access
2013 | Conference paper
Source: Self-asserted source
David Graus

YourHistory - Semantic linking for a personalized timeline of historic events

CEUR Workshop Proceedings
2013 | Conference paper
EID:

2-s2.0-84921918290

Part of ISSN: 16130073
Contributors: Graus, D.; Peetz, M.-H.; Odijk, D.; De Rooij, O.; De Rijke, M.
Source: Self-asserted source
David Graus via Scopus - Elsevier

yourHistory--Semantic linking for a personalized timeline of historic events

Proceedings of the LinkedUp Veni Competition on Linked and Open Data
2013 | Conference paper
Source: Self-asserted source
David Graus

Context-based entity linking-University of Amsterdam at TAC 2012

Proceedings of the Fifth Text Analysis Conference (TAC’12). NIST
2012 | Conference paper
Source: Self-asserted source
David Graus

Peer review (1 review for 1 publication/grant)

Review activity for Data mining and knowledge discovery. (1)