Bayonne

PeRS@ADBIS'24

3rd Workshop on Personalization and Recommender Systems

at the 28th European Conference on Advances in Databases and Information Systems

August 28, 2024

Bayonne, France

About

Recommender systems are present in our everyday lives when we read news, log in to social media, or buy something in an e-shop. Therefore, it is not surprising that this domain is receiving more and more attention from researchers in academia as well as industry practitioners. However, the way in which they approach the same problem differs significantly.

User Modelling is somehow related to Recommender Systems, as it enables personalization, which is an essential aspect of novel recommendation techniques. Nonetheless, it is a broader topic that also encompasses user representation, personalized search, adaptive educational systems, and intelligent user interfaces.

The workshop on Personalization and Recommender Systems (PeRS) was founded in 2022 as a part of the FedCSIS multiconference. In 2023, PeRS has joined ADBIS with the aim to extend the state-of-the-art in User Modelling and Recommender Systems by providing a platform where industry practitioners and academic researchers can meet and learn from each other.

Topics of Interest

Personalization

User Profiles
Ontology-based user models
Personalized systems

Recommender Systems approaches

Collaborative Recommender Systems
Semantic-based Recommender Systems
Context-aware Recommender Systems
Cross-domain Recommender Systems

Machine Learning techniques for Recommender Systems

Association Rules
Clustering methods
Neural Networks
Deep Learning
Reinforcement Learning

Applicationa of Recommender Systems methods

News recommendations
Tourism recommendations
Fashion recommendations
Podcasts recommendations
Medical recommendations
Other domain-specific recommenders

Evaluation of Recommender Systems

Metrics
Evaluation studies
Reproducibility of existing methods
Case studies of real-world implementations

Submissions

We invite research papers in two categories: full papers (up to 12 pages), and short/demo papers (up to 8 pages). Papers must be in English and present original, not already published research. Authors should consult Springer's authors' guidelines and use their proceedings templates, either for LaTeX (prefered) or for Word, for the preparation of their papers:
https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines

Springer encourages authors to include their ORCIDs in their papers. In addition, the corresponding author of each paper, acting on behalf of all of the authors of that paper, must complete and sign a Consent-to-Publish form. The corresponding author signing the copyright form should match the corresponding author marked on the paper. Once the files have been sent to Springer, changes relating to the authorship of the papers cannot be made.

Papers should be submitted in PDF format using the EasyChair Conference System. After the paper submission has been successfully completed, authors will receive an automatic confirmation e-mail.

Submit a paper

The workshop papers will be published by Springer in Communications in Computer and Information Science (CCIS). CCIS volumes are made available to the following indexing services: Web of Science; Scopus, EI Engineering Index; ACM Digital Library; DBLP; Google Scholar.

The present registry of conferences maintained by Polish Ministry of Education and Science assigns 70 points to ADBIS as well as its workshop publications.

The authors of selected workshop papers will be invited to submit an extended version of their contributions to a special issue of an international journal.

Important Dates

  • Paper submission
    May 10, 2024
  • Reviews due date
    June 5, 2024
  • Author notification
    June 10, 2024
  • Camera-ready copies of accepted papers
    June 20, 2024

Program

Wednesday, August 28thsession chair: Justyna Głogowska
16:00 - 16:15Development of Collaborative Business Intelligence Framework for Tourism Analysis (Olga Cherednichenko and Oleksandr Sutiahin)
16:15 - 16:30Session-based Recommendation with Graph Neural Networks with an Examination of the Impact of Local and Global Vectors (Justyna Głogowska, Dariusz Kobiela and Szymon Mielewczyk)
16:30 - 16:45Senselife: Service Recommendation and Frailty Prevention through Knowledge Models (Ghassen Frikha, Xavier Lorca, Pingaud Herve, Adel Taweel, Christophe Bortolaso, Katarzyna Borgiel and Elyes Lamine)
16:45 - 17:00Evaluating Diversity in Sequential Group Recommendations (Haider Zulfiqar, Emilia Lenzi and Kostas Stefanidis)

Workshop Chairs

  • Karpus, Aleksandra
    Poland, Gdańsk University of Technology, alekarpu@pg.edu.pl

  • Przybyłek, Adam
    Poland, Gdańsk University of Technology, adam.przybylek@gmail.com

Program Commitee

  • Araújo Durão, Frederico
    Brazil, Federal University of Bahia

  • Babič, František
    Slovakia, Technical University of Košice

  • Cherednichenko, Olga
    France, Univ Lyon

  • Dedabrishvili, Mariam
    Georgia, International Black Sea University

  • Dutta, Arpita
    Singapore, National University of Singapore

  • Dziubich, Tomasz
    Poland, Gdansk University of Technology

  • Filipowska, Agata
    Poland, Poznań University of Economics and Business

  • Ge, Mouzhi
    Germany, Deggendorf Institute of Technology

  • Goczyła, Krzysztof
    Poland, Gdańsk University of Technology

  • Górecki, Tomasz
    Poland, Adam Mickiewicz University

  • Jarzębowicz, Aleksander
    Poland, Gdańsk University of Technology

  • Lencastre, Maria
    Brazil, Escola Politécnica de Pernambuco - UPE

  • Liyew, Chalachew Muluken
    Italy, University of Torino

  • Luković, Ivan
    Serbia, University of Belgrade

  • Kużelewska, Urszula
    Poland, Bialystok University of Technology

  • Maraoui, Mohsen
    Tunisia, University of Monastir

  • Marcinkowski, Bartosz
    Poland, University of Gdańsk

  • Marras, Mirko
    Italy, University of Cagliari

  • Maślankowski, Jacek
    Poland, University of Gdańsk

  • Misra, Sanjay
    Norway, Ostfold University

  • Mohapatra, Durga Prasad
    India, NIT Rourkela

  • Mukta, Saddam Hossain
    Finland, LUT university

  • Ng, Yen Ying
    Poland, Nicolaus Copernicus University

  • Nguyen, Phuong T.
    Italy, University of L'Aquila

  • Nocera, Francesco
    Italy, Polytechnic University of Bari

  • Poniszewska-Maranda, Aneta
    Poland, Lodz University of Technology

  • Szczuko, Piotr
    Poland, Gdańsk University of Technology

  • Taweel, Adel
    Palestine, King’s College London/Birzeit University

  • Vagliano, Iacopo
    Netherlands, Amsterdam University Medical Center

  • Zrigui, Mounir
    Tunisia, University of Monastir

Past Workshops

2nd Workshop on Personalization and Recommender Systems (PeRS@ADBIS'23):

Regular papers: https://link.springer.com/book/10.1007/978-3-031-42941-5

1st Workshop on Personalization and Recommender Systems (PeRS@FedCSIS'22):

Regular papers: https://annals-csis.org/Volume_30/
Communication papers: https://annals-csis.org/Volume_32/
Position papers: https://annals-csis.org/Volume_31/