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Evaluation of Session-based Recommendation Algorithms

Evaluation of Session-based Recommendation Algorithms

26 March 2018
Malte Ludewig
Dietmar Jannach
ArXivPDFHTML

Papers citing "Evaluation of Session-based Recommendation Algorithms"

17 / 17 papers shown
Title
A Simple Yet Effective Approach for Diversified Session-Based
  Recommendation
A Simple Yet Effective Approach for Diversified Session-Based Recommendation
Qing Yin
Hui Fang
Zhu Sun
Yew-Soon Ong
34
1
0
30 Mar 2024
Improving Sequential Recommendations with LLMs
Improving Sequential Recommendations with LLMs
Artun Boz
Wouter Zorgdrager
Zoe Kotti
Jesse Harte
Panos Louridas
Dietmar Jannach
Vassilios Karakoidas
Marios Fragkoulis
KELM
LRM
75
4
0
02 Feb 2024
Exploring Popularity Bias in Session-based Recommendation
Exploring Popularity Bias in Session-based Recommendation
Haowen Wang
18
0
0
13 Dec 2023
A Scalable Framework for Automatic Playlist Continuation on Music
  Streaming Services
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services
Walid Bendada
Guillaume Salha-Galvan
Thomas Bouabça
Tristan Cazenave
24
8
0
12 Apr 2023
Psychotherapy AI Companion with Reinforcement Learning Recommendations
  and Interpretable Policy Dynamics
Psychotherapy AI Companion with Reinforcement Learning Recommendations and Interpretable Policy Dynamics
Baihan Lin
Guillermo Cecchi
Djallel Bouneffouf
OffRL
AI4TS
AI4MH
43
10
0
16 Mar 2023
Federated Privacy-preserving Collaborative Filtering for On-Device Next
  App Prediction
Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction
A. Sayapin
Gleb Balitskiy
Daniel Bershatsky
Aleksandr Katrutsa
Evgeny Frolov
Alexey Frolov
Ivan Oseledets
Vitaliy N. Kharin
FedML
31
1
0
05 Feb 2023
STAR: A Session-Based Time-Aware Recommender System
STAR: A Session-Based Time-Aware Recommender System
Reza Yeganegi
Saman Haratizadeh
19
3
0
11 Nov 2022
A Sequence-Aware Recommendation Method Based on Complex Networks
A Sequence-Aware Recommendation Method Based on Complex Networks
Abdullah Alhadlaq
Said Kerrache
Hatim Aboalsamh
24
2
0
30 Sep 2022
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy
  Treatment Strategies with Deep Reinforcement Learning
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning
Baihan Lin
Guillermo Cecchi
Djallel Bouneffouf
OffRL
29
12
0
27 Aug 2022
An Exploratory Study of Tweets about the SARS-CoV-2 Omicron Variant:
  Insights from Sentiment Analysis, Language Interpretation, Source Tracking,
  Type Classification, and Embedded URL Detection
An Exploratory Study of Tweets about the SARS-CoV-2 Omicron Variant: Insights from Sentiment Analysis, Language Interpretation, Source Tracking, Type Classification, and Embedded URL Detection
Nirmalya Thakur
Chia Y. Han
37
37
0
20 Jul 2022
Beyond NDCG: behavioral testing of recommender systems with RecList
Beyond NDCG: behavioral testing of recommender systems with RecList
P. Chia
Jacopo Tagliabue
Federico Bianchi
Chloe He
Brian Ko
35
27
0
18 Nov 2021
Counterfactual Evaluation of Slate Recommendations with Sequential
  Reward Interactions
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions
James McInerney
B. Brost
Praveen Chandar
Rishabh Mehrotra
Ben Carterette
BDL
CML
OffRL
121
55
0
25 Jul 2020
Predicting Online Item-choice Behavior: A Shape-restricted Regression
  Perspective
Predicting Online Item-choice Behavior: A Shape-restricted Regression Perspective
Naoki Nishimura
Noriyoshi Sukegawa
Yuichi Takano
J. Iwanaga
21
1
0
18 Apr 2020
A Troubling Analysis of Reproducibility and Progress in Recommender
  Systems Research
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research
Maurizio Ferrari Dacrema
Simone Boglio
Paolo Cremonesi
Dietmar Jannach
15
196
0
18 Nov 2019
Empirical Analysis of Session-Based Recommendation Algorithms
Empirical Analysis of Session-Based Recommendation Algorithms
Malte Ludewig
Noemi Mauro
Sara Latifi
Dietmar Jannach
26
93
0
28 Oct 2019
Contextual Hybrid Session-based News Recommendation with Recurrent
  Neural Networks
Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks
Gabriel de Souza P. Moreira
Dietmar Jannach
A. Cunha
22
87
0
15 Apr 2019
Sequence-Aware Recommender Systems
Sequence-Aware Recommender Systems
Massimo Quadrana
Paolo Cremonesi
Dietmar Jannach
29
474
0
23 Feb 2018
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