publications | Maya Sappelli

2024

Automatic Detection of Discursive Patterns in Dutch Social Media

M. Sappelli, L. Meijer, M. Vrijmoeth, and 2 more authors

In NComputational Linguistics in The Netherlands (CLIN), 2024

@inproceedings{sappelli2024,
  title = {Automatic Detection of Discursive Patterns in Dutch Social Media},
  author = {Sappelli, M. and Meijer, L. and Vrijmoeth, M. and Teunisse, D. and Klarenbeek, A.},
  booktitle = {NComputational Linguistics in The Netherlands (CLIN)},
  year = {2024},
}

2022

Development and internal validation of a machine learning prediction model for low back pain non-recovery in patients with an acute episode consulting a physiotherapist in primary care

J Knoop, M. Sappelli, W Lankveld, and 9 more authors

BMC Musculoskeletal Disorders, 2022

Towards an understanding of co-creating with children and content generating AI’s

W. Sluis-Thiescheffer, and M. Sappelli

In NordiCHI workshop - Age against the machine: A Call for Designing Ethical AI for and with Children, 2022

Bib

@inproceedings{thiescheffer2022,
  title = {Towards an understanding of co-creating with children and content generating AI’s},
  author = {Sluis-Thiescheffer, W. and Sappelli, M.},
  booktitle = {NordiCHI workshop - Age against the machine: A Call for Designing Ethical AI for and with Children},
  year = {2022},
}

2020

Truth or Error? Towards systematic analysis of factual errors in abstractive summaries

Klaus-Michael Lux, Maya Sappelli, and Martha Larson

In Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems, Nov 2020

Abs DOI Bib

This paper presents a typology of errors produced by automatic summarization systems. The typology was created by manually analyzing the output of four recent neural summarization systems. Our work is motivated by the growing awareness of the need for better summary evaluation methods that go beyond conventional overlap-based metrics. Our typology is structured into two dimensions. First, the Mapping Dimension describes surface-level errors and provides insight into word-sequence transformation issues. Second, the Meaning Dimension describes issues related to interpretation and provides insight into breakdowns in truth, i.e., factual faithfulness to the original text. Comparative analysis revealed that two neural summarization systems leveraging pre-trained models have an advantage in decreasing grammaticality errors, but not necessarily factual errors. We also discuss the importance of ensuring that summary length and abstractiveness do not interfere with evaluating summary quality.
@inproceedings{luxetal2020truth, title = {Truth or Error? Towards systematic analysis of factual errors in abstractive summaries}, author = {Lux, Klaus-Michael and Sappelli, Maya and Larson, Martha}, booktitle = {Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems}, month = nov, year = {2020}, address = {Online}, publisher = {Association for Computational Linguistics}, url = {https://aclanthology.org/2020.eval4nlp-1.1}, doi = {10.18653/v1/2020.eval4nlp-1.1}, pages = {1--10}, }

UMUAI

Personalized support for well-being at work: an overview of the SWELL project

Wessel Kraaij, Suzan Verberne, Saskia Koldijk, and 13 more authors

User modeling and user-adapted interaction, Nov 2020

Bib

@article{kraaij2019personalized,
  title = {Personalized support for well-being at work: an overview of the SWELL project},
  author = {Kraaij, Wessel and Verberne, Suzan and Koldijk, Saskia and de Korte, Elsbeth and van Dantzig, Saskia and Sappelli, Maya and Shoaib, Muhammad and Bosems, Steven and Achterkamp, Reinoud and Bonomi, Alberto and Schavemaker, John and Hulsebosch, Bob and Wabeke, Thymen and Vollenbroek-Hutten, Miriam and Neerincx, Mark and van Sinderen, Marten},
  journal = {User modeling and user-adapted interaction},
  pages = {1--34},
  year = {2020},
  publisher = {Springer Netherlands},
}

2019

BERT-NL a set of language models pre-trained on the Dutch SoNaR corpus

A Brandsen, A Dirkson, S Verberne, and 3 more authors

In Dutch-Belgian Information Retrieval Conference (DIR 2019), Nov 2019

2018

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

Maya Sappelli, Dung Manh Chu, Bahadir Cambel, and 2 more authors

In The Algorithmic Personalization and News (APEN18) Workshop at ICWSM, Nov 2018

Bib

@inproceedings{sappelli2018smart,
  title = {SMART Journalism: Personalizing, Summarizing, and Recommending Financial Economic News},
  author = {Sappelli, Maya and Chu, Dung Manh and Cambel, Bahadir and Graus, David and Bressers, Philippe},
  booktitle = {The Algorithmic Personalization and News (APEN18) Workshop at ICWSM},
  volume = {18},
  number = {5},
  year = {2018},
}

SMART radio: personalized news radio

Maya Sappelli, Dung Manh Chu, Bahadir Cambel, and 2 more authors

In he 17th dutch-belgian information retrieval workshop, Nov 2018

Bib

@inproceedings{sappelli2018smartradio,
  title = {SMART radio: personalized news radio},
  author = {Sappelli, Maya and Chu, Dung Manh and Cambel, Bahadir and Nortier, Joeri and Graus, David},
  booktitle = {he 17th dutch-belgian information retrieval workshop},
  pages = {27},
  year = {2018},
}

Let me tell you who you are

D. Graus, M. Sappelli, and D. M. Chu

In The 2nd fatrec workshop on responsible recommendation, Nov 2018

Bib

@inproceedings{graus2018let,
  title = {Let me tell you who you are},
  author = {Graus, D. and Sappelli, M. and Chu, D. M.},
  booktitle = {The 2nd fatrec workshop on responsible recommendation},
  year = {2018},
}

2017

Evaluation of context-aware recommendation systems for information re-finding

Maya Sappelli, Suzan Verberne, and Wessel Kraaij

Journal of the Association for Information Science and Technology, Nov 2017

Bib

@article{sappelli2017evaluation,
  title = {Evaluation of context-aware recommendation systems for information re-finding},
  author = {Sappelli, Maya and Verberne, Suzan and Kraaij, Wessel},
  journal = {Journal of the Association for Information Science and Technology},
  volume = {68},
  number = {4},
  pages = {895--910},
  year = {2017},
}

A Vision on Prescriptive Analytics

Maya Sappelli, MH Boer, Selmar K Smit, and 1 more author

In ALLDATA 2017, Nov 2017

Bib

@inproceedings{sappelli2017vision,
  title = {A Vision on Prescriptive Analytics},
  author = {Sappelli, Maya and de Boer, MH and Smit, Selmar K and Bomhof, Freek},
  booktitle = {ALLDATA 2017},
  pages = {54},
  year = {2017},
}

Investigating the interpretability of hidden layers in deep text mining

Stephan Raaijmakers, Maya Sappelli, and Wessel Kraaij

In Proceedings of the 13th International Conference on Semantic Systems, Nov 2017

Bib

@inproceedings{raaijmakers2017investigating,
  title = {Investigating the interpretability of hidden layers in deep text mining},
  author = {Raaijmakers, Stephan and Sappelli, Maya and Kraaij, Wessel},
  booktitle = {Proceedings of the 13th International Conference on Semantic Systems},
  pages = {177--180},
  year = {2017},
}

Analyzing cancer forum discussions with text mining

Gerard Oortmerssen, Stephan Raaijmakers, Maya Sappelli, and 4 more authors

In Knowledge Representation for Health Care Process-Oriented Information Systems in Health Care Extraction & Processing of Rich Semantics from Medical Texts, Nov 2017

Bib

@inproceedings{van2017analyzing,
  title = {Analyzing cancer forum discussions with text mining},
  author = {van Oortmerssen, Gerard and Raaijmakers, Stephan and Sappelli, Maya and Boertjes, Erik and Verberne, Suzan and Walasek, Nicole and Kraaij, Wessel},
  booktitle = {Knowledge Representation for Health Care Process-Oriented Information Systems in Health Care Extraction \& Processing of Rich Semantics from Medical Texts},
  volume = {127},
  year = {2017},
}

2016

Assessing e-mail intent and tasks in e-mail messages

Maya Sappelli, Gabriella Pasi, Suzan Verberne, and 2 more authors

Information Sciences, Nov 2016

Bib

@article{sappelli2016assessing,
  title = {Assessing e-mail intent and tasks in e-mail messages},
  author = {Sappelli, Maya and Pasi, Gabriella and Verberne, Suzan and de Boer, Maaike and Kraaij, Wessel},
  journal = {Information Sciences},
  volume = {358},
  pages = {1--17},
  year = {2016},
  publisher = {Elsevier},
}

Evaluation and analysis of term scoring methods for term extraction

Suzan Verberne, Maya Sappelli, Djoerd Hiemstra, and 1 more author

Information Retrieval Journal, Nov 2016

Bib

@article{verberne2016evaluation,
  title = {Evaluation and analysis of term scoring methods for term extraction},
  author = {Verberne, Suzan and Sappelli, Maya and Hiemstra, Djoerd and Kraaij, Wessel},
  journal = {Information Retrieval Journal},
  volume = {19},
  number = {5},
  pages = {510--545},
  year = {2016},
  publisher = {Springer Netherlands},
}

Adapting the interactive activation model for context recognition and identification

Maya Sappelli, Suzan Verberne, and Wessel Kraaij

ACM Transactions on Interactive Intelligent Systems (TiiS), Nov 2016

Bib

@article{sappelli2016adapting,
  title = {Adapting the interactive activation model for context recognition and identification},
  author = {Sappelli, Maya and Verberne, Suzan and Kraaij, Wessel},
  journal = {ACM Transactions on Interactive Intelligent Systems (TiiS)},
  volume = {6},
  number = {3},
  pages = {1--30},
  year = {2016},
  publisher = {ACM New York, NY, USA},
}

Ontologies for social, cognitive and affective agent-based support of child’s diabetes self-management

Mark A Neerincx, Frank Kaptein, Michael A Van Bekkum, and 6 more authors

In Artificial Intelligence for Diabetes, Nov 2016

Bib

@inproceedings{neerincx2016ontologies,
  title = {Ontologies for social, cognitive and affective agent-based support of child’s diabetes self-management},
  author = {Neerincx, Mark A and Kaptein, Frank and Van Bekkum, Michael A and Krieger, Hans-Ulrich and Kiefer, Bernd and Peters, Rifca and Broekens, Joost and Demiris, Yiannis and Sapelli, Maya},
  booktitle = {Artificial Intelligence for Diabetes},
  pages = {35},
  year = {2016},
}

2015

Query Interpretation–an application of semiotics in image retrieval

Maaike HT Boer, Paul Brandt, Maya Sappelli, and 3 more authors

International Journal On Advances in Software, Nov 2015

Bib

@article{de2015query,
  title = {Query Interpretation--an application of semiotics in image retrieval},
  author = {de Boer, Maaike HT and Brandt, Paul and Sappelli, Maya and Daniele, Laura M and Schutte, Klamer and Kraaij, Wessel},
  journal = {International Journal On Advances in Software},
  volume = {8},
  number = {3},
  pages = {435--449},
  year = {2015},
}

User simulations for interactive search: Evaluating personalized query suggestion

Suzan Verberne, Maya Sappelli, Kalervo Järvelin, and 1 more author

In European Conference on Information Retrieval, Nov 2015

Bib

@inproceedings{verberne2015user,
  title = {User simulations for interactive search: Evaluating personalized query suggestion},
  author = {Verberne, Suzan and Sappelli, Maya and J{\"a}rvelin, Kalervo and Kraaij, Wessel},
  booktitle = {European Conference on Information Retrieval},
  pages = {678--690},
  year = {2015},
  organization = {Springer, Cham},
}

Applying semantic reasoning in image retrieval

MHT Boer, Laura Daniele, Paul Brandt, and 1 more author

In Proceedings of the International Workshop on Knowledge Extraction and Semantic Annotation, Nov 2015

Bib

@inproceedings{de2015applying,
  title = {Applying semantic reasoning in image retrieval},
  author = {de Boer, MHT and Daniele, Laura and Brandt, Paul and Sappelli, Maya},
  booktitle = {Proceedings of the International Workshop on Knowledge Extraction and Semantic Annotation},
  year = {2015},
  organization = {Wilmington: International Academy, Research, and Industry Association (IARIA)},
}

Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation

Klamer Schutte, Henri Bouma, John Schavemaker, and 9 more authors

In 2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI), Nov 2015

Bib

@inproceedings{schutte2015interactive,
  title = {Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation},
  author = {Schutte, Klamer and Bouma, Henri and Schavemaker, John and Daniele, Laura and Sappelli, Maya and Koot, Gijs and Eendebak, Pieter and Azzopardi, George and Spitters, Martijn and de Boer, Maaike and Kruithof, Maarten and Brandt, Paul},
  booktitle = {2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI)},
  pages = {1--4},
  year = {2015},
  organization = {IEEE},
}

2014

Collecting a dataset of information behaviour in context

M. Sappelli, S. Verberne, Koldijk S.J., and 1 more author

In Proceedings of the 4th Workshop on Context-awareness in Retrieval and Recommendation, Nov 2014

Bib

@inproceedings{sappelli_2014_carr,
  title = {Collecting a dataset of information behaviour in context},
  booktitle = {Proceedings of the 4th Workshop on Context-awareness in Retrieval and Recommendation},
  author = {Sappelli, M. and Verberne, S. and S.J., Koldijk and Kraaij, W.},
  year = {2014},
}

E-mail categorization using partially related training examples

M. Sappelli, S. Verberne, and W. Kraaij

In Proceedings of the 5th Information Interaction in Context Symposium, Nov 2014

Bib

@inproceedings{sappelli_2014_iiix,
  title = {E-mail categorization using partially related training examples},
  booktitle = {Proceedings of the 5th Information Interaction in Context Symposium},
  author = {Sappelli, M. and Verberne, S. and Kraaij, W.},
  year = {2014},
}

Fishualization: a group feedback display

J. Schavemaker, E. Boertjes, S. Koldijk, and 4 more authors

In Proceedings of Measuring Behavior 2014, Nov 2014

Bib

@inproceedings{schavemaker_2014_mb,
  title = {Fishualization: a group feedback display},
  booktitle = {Proceedings of Measuring Behavior 2014},
  author = {Schavemaker, J. and Boertjes, E. and Koldijk, S. and Wiertz, L. and Verberne, S. and Sappelli, M. and Kaptein, R.},
  year = {2014},
}

Query term suggestion in academic search

S. Verberne, M. Sappelli, and W. Kraaij

In Proceedings of the 36th European Conference on Information Retrieval, Nov 2014

Bib

@inproceedings{verberne_2014_ecir,
  title = {Query term suggestion in academic search},
  booktitle = {Proceedings of the 36th European Conference on Information Retrieval},
  author = {Verberne, S. and Sappelli, M. and Kraaij, W.},
  year = {2014},
}

The SWELL Knowledge Work Dataset for Stress and User Modeling Research

Saskia Koldijk, Maya Sappelli, Suzan Verberne, and 2 more authors

In Proceedings of the 16th International Conference on Multimodal Interaction, Nov 2014

Bib

@inproceedings{koldijk2014swell,
  title = {The SWELL Knowledge Work Dataset for Stress and User Modeling Research},
  author = {Koldijk, Saskia and Sappelli, Maya and Verberne, Suzan and Neerincx, Mark A and Kraaij, Wessel},
  booktitle = {Proceedings of the 16th International Conference on Multimodal Interaction},
  pages = {291--298},
  year = {2014},
  organization = {ACM},
}

2013

Reliability and Validity of Query Intent Assessments

Suzan Verberne, Maarten Heijden, Max Hinne, and 4 more authors

Journal of the American Society for Information Science and Technology, Nov 2013

Bib

@article{verberne2013reliability,
  title = {Reliability and Validity of Query Intent Assessments},
  author = {Verberne, Suzan and van der Heijden, Maarten and Hinne, Max and Sappelli, Maya and Koldijk, Saskia and Hoenkamp, Eduard and Kraaij, Wessel},
  journal = {Journal of the American Society for Information Science and Technology},
  year = {2013},
}

Unobtrusive monitoring of knowledge workers for stress self-regulation

S. Koldijk, M. Sappelli, M. Neerincx, and 1 more author

In Proceedings of the 21th International Conference on User Modeling, Adaptation and Personalization, Nov 2013

Bib

@inproceedings{koldijk_2013_umap,
  title = {Unobtrusive monitoring of knowledge workers for stress self-regulation},
  booktitle = {Proceedings of the 21th International Conference on User Modeling, Adaptation and Personalization},
  author = {Koldijk, S. and Sappelli, M. and Neerincx, M. and Kraaij, W.},
  year = {2013},
}

Combining textual and non-textual features for e-mail importance estimation

M. Sappelli, S. Verberne, and W. Kraaij

In Proceedings of the 25th Benelux Conference on Artificial Intelligence, Nov 2013

Bib

@inproceedings{sappelli_2013_bnaic,
  title = {Combining textual and non-textual features for e-mail importance estimation},
  booktitle = {Proceedings of the 25th Benelux Conference on Artificial Intelligence},
  author = {Sappelli, M. and Verberne, S. and Kraaij, W.},
  year = {2013},
}

Recommending personalized touristic sights using google places

Maya Sappelli, Suzan Verberne, and Wessel Kraaij

In Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval, Dublin, Ireland, Nov 2013

DOI Bib

@inproceedings{sappelli_2013_sigir,
  author = {Sappelli, Maya and Verberne, Suzan and Kraaij, Wessel},
  title = {Recommending personalized touristic sights using google places},
  booktitle = {Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval},
  series = {SIGIR '13},
  year = {2013},
  isbn = {978-1-4503-2034-4},
  location = {Dublin, Ireland},
  pages = {781--784},
  numpages = {4},
  url = {http://doi.acm.org/10.1145/2484028.2484155},
  doi = {10.1145/2484028.2484155},
  acmid = {2484155},
  publisher = {ACM},
  address = {New York, NY, USA},
  keywords = {contextual suggestion, recommender systems},
}

The role of current working context in professional search

Maya Sappelli

In Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval, Nov 2013

Bib

@inproceedings{sappelli_2013_sigirdc,
  title = {The role of current working context in professional search},
  author = {Sappelli, Maya},
  booktitle = {Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval},
  pages = {1148--1148},
  year = {2013},
  organization = {ACM},
}

Personalization in Professional Academic Search

S. Verberne, M. Sappelli, D. Ransgaard Sørensen, and 1 more author

In Workshop on Integrating IR technologies for Professional Search, Nov 2013

Bib

@inproceedings{verberne_2013_ecir,
  title = {Personalization in Professional Academic Search},
  booktitle = {Workshop on Integrating IR technologies for Professional Search},
  author = {Verberne, S. and Sappelli, M. and Ransgaard S{\o}rensen, D. and Kraaij, W.},
  year = {2013},
}

Term extraction for user profiling: evaluation by the user

S. Verberne, M. Sappelli, and W. Kraaij

In Proceedings of the 21th International Conference on User Modeling, Adaptation and Personalization, Nov 2013

Bib

@inproceedings{verberne_2013_umap,
  title = {Term extraction for user profiling: evaluation by the user},
  booktitle = {Proceedings of the 21th International Conference on User Modeling, Adaptation and Personalization},
  author = {Verberne, S. and Sappelli, M. and Kraaij, W.},
  year = {2013},
}

2012

User Privacy in Applications for Well-being and Well-working

Wouter Bokhove, Bob Hulsebosch, Bas Van Schoonhoven, and 2 more authors

In AMBIENT 2012, The Second International Conference on Ambient Computing, Applications, Services and Technologies, Nov 2012

Bib

@inproceedings{bokhove_2012_ambient,
  title = {User Privacy in Applications for Well-being and Well-working},
  author = {Bokhove, Wouter and Hulsebosch, Bob and Van Schoonhoven, Bas and Sappelli, Maya and Wouters, Kees},
  booktitle = {AMBIENT 2012, The Second International Conference on Ambient Computing, Applications, Services and Technologies},
  pages = {53--59},
  year = {2012},
}

Collection and Analysis of Ground Truth Data for Query Intent

M. Sappelli, S. Verberne, M. Heijden, and 2 more authors

In Proceedings of DIR 2012, Nov 2012

Bib

@inproceedings{sappelli_2012_dir,
  title = {Collection and Analysis of Ground Truth Data for Query Intent},
  booktitle = {Proceedings of DIR 2012},
  author = {Sappelli, M. and Verberne, S. and van der Heijden, M. and Hinne, M. and Kraaij, W.},
  year = {2012},
  pages = {7-10},
}

Using file system content to organize e-mail

M. Sappelli, S. Verberne, and W. Kraaij

In Proceedings of the fourth symposium on Information interaction in context, Nov 2012

Bib

@inproceedings{sappelli_2012_iiix,
  title = {Using file system content to organize e-mail},
  booktitle = {Proceedings of the fourth symposium on Information interaction in context},
  author = {Sappelli, M. and Verberne, S. and Kraaij, W.},
  year = {2012},
}

Supervision of learning methods in user data interpretation

Maya Sappelli, Suzan Verberne, and Wessel Kraaij

In Proceedings of the 4th Information Interaction in Context Symposium, Nov 2012

Bib

@inproceedings{sappelli_2012_iiixdc,
  title = {Supervision of learning methods in user data interpretation},
  author = {Sappelli, Maya and Verberne, Suzan and Kraaij, Wessel},
  booktitle = {Proceedings of the 4th Information Interaction in Context Symposium},
  pages = {327--327},
  year = {2012},
  organization = {ACM},
}

2011

An adaptive recipe recommendation system for people with Diabetes type 2

M. Sappelli

Nov 2011

Bib PDF

2010

How cross-language similarity and task demands affect cognate recognition

Ton Dijkstra, Koji Miwa, Bianca Brummelhuis, and 2 more authors

Journal of Memory and language, Nov 2010

Bib

@article{dijkstra2010cross,
  title = {How cross-language similarity and task demands affect cognate recognition},
  author = {Dijkstra, Ton and Miwa, Koji and Brummelhuis, Bianca and Sappelli, Maya and Baayen, Harald},
  journal = {Journal of Memory and language},
  volume = {62},
  number = {3},
  pages = {284--301},
  year = {2010},
  publisher = {Elsevier},
}

2009

Similarity-dependent cognate inhibition effects in language decision

Maya Sappelli

Nov 2009

Bib