Preface
Georgios Drakopoulos1 and Eleanna Kafeza2
1 Department of Informatics, Ionian University, Greece
2 College of Interdisciplinary Studies, Zayed University, UAE

The CIKM 2022 workshop volume consists of the papers presented at seven of the workshops of the
31st ACM International Conference on Information and Knowledge Management (CIKM 2022).

The following workshops are included in this volume (in alphabetical order):
       AIMLAI: Advances in interpretable machine learning and artificial intelligence
       AnalytiCup – EvalRS: A rounded evaluation of recommender systems
       HIL-DC: Human-in-the-loop data curation
       MICROS: The 2nd workshop on mixed-initiative conversational systems
       PAS: The 1st international workshop on privacy algorithms in systems
       PASIR: First workshop on proactive and agent-supported information retrieval
       THECOG: The 2nd workshop on transforms in behavioral and affective computing
As it can be seen from the above list, the CIKM workshops cover a wide array of interdisciplinary
topics including data mining, data curation, recommendation systems, interpretable AI, privacy, IR,
conversational systems, and behavioral sciences. Thus, they constitute open fora for idea exchanges
and fruitful collaborations between researchers of diverse backgrounds.

At this point we would like to take a moment to thank all authors, participants, and workshop
organisers for their work. Without them this volume would have never been possible.

The workshop organizers for the each of the workshops listed above were the following:

AIMLAI: Advances in interpretable machine learning and artificial intelligence
Adrien Bibal (Université Catholique de Louvain, Belgium)
Tassadit Bouadi (University of Rennes/IRISA, France)
Benoît Frénay (University of Namur, Belgium)
Luis Galárraga (Inria/IRISA, France)
José Oramas (University of Antwerp/imec-IDLab, Belgium)

AnalytiCup – EvalRS: A rounded evaluation of recommender systems
Jacopo Tagliabue (New York University/South Park Commons)
Ciro Greco (South Park Commons)
Tobias Schnabel (Microsoft Research)
Patrick John Chia (Coveo)
Federico Bianchi (Stanford University)
Giuseppe Attanasio (Bocconi University)
Gabriel de Souza P. Moreira (NVIDIA)

HIL-DC: Human-in-the-loop data curation
Gianluca Demartini (The University of Queensland)
Shazia Sadiq (The University of Queensland)
Jie Yang (Delft University of Technology)
MICROS: The 2nd workshop on mixed-initiative conversational systems
Ida Mele (IASI-CNR)
Cristina Ioana Muntean (ISTI-CNR)
Mohammad Aliannejadi (University of Amsterdam)
Nikos Voskarides (Amazon)

PAS: The 1st international workshop on privacy algorithms in systems
Philip S. Yu (University of Illinois Chicago)
Olivera Kotevska (Oak Ridge National Laboratory)
Tyler Derr (Vanderbilt University)
Chris Stanley (Oak Ridge National Laboratory)
Yuying Zhao (Vanderbilt University)

PASIR: First workshop on proactive and agent-supported information retrieval
Gareth J.F. Jones (Dublin City University)
Procheta Sen (University College London)
Debasis Ganguly (University of Glasgow)
Emine Yilmaz (University College London/ Amazon Scholar)

THECOG: The 2nd workshop on transforms in behavioral and affective computing
Georgios Drakopoulos (Ionian University)
Eleanna Kafeza (Zayed University)



                                                   The CIKM 2022 Workshop volume editors

                                                                       Georgios Drakopoulos

                                                                             Eleanna Kafeza