Overview
The Knowledge Discovery and Data Mining Conference brings together researchers and practitioners from data science, data mining, knowledge discovery, large-scale data analytics, and big data.
Amazon organizing committee members
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General chair
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Shenghua BaoTutorial chair
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KDD Cup chair
Workshops
KDD 2022 Workshop on Automation in Machine Learning
August 14 - August 17
Amazon workshop chairs: Jun (Luke) Huan, Tao Wang
Website: https://sites.google.com/view/automl2022-workshop
Website: https://sites.google.com/view/automl2022-workshop
KDD 2022 Workshop on Mining and Learning with Graphs
August 15
The workshop serves as a forum for researchers from a variety of fields working on mining and learning from graphs to share and discuss their latest findings.
Amazon organizer: Shobeir Fakhraei
Website: http://www.mlgworkshop.org/2022
Amazon organizer: Shobeir Fakhraei
Website: http://www.mlgworkshop.org/2022
KDD 2022 Workshop on AI for Climate Mitigation, Adaptation, and Environmental Justice
August 15 - May 15
Since 2016, the Fragile Earth Workshop has brought together the research community to find and explore how data science can measure and progress climate and social issues, following the framework of the United Nations Sustainable Development Goals (SDGs).
Amazon organizer: Emre Eftelioglu
Website: https://ai4good.org/fragile-earth-2022
Amazon organizer: Emre Eftelioglu
Website: https://ai4good.org/fragile-earth-2022
KDD 2022 Workshop on Misinformation and Misbehavior Mining on the Web & Making a Credible Web for Tomorrow
August 15
MIS2-TrueFact@KDD 2022 provides a venue for researchers and practitioners from academia, government and industry can share insights and identify new challenges and opportunities in adjacent to these diverse areas to coalesce around central and timely topics in online misinformation and misbehavior, resolving conflicts, fact-checking and ascertaining credibility of claims and present recent advances in research.
Amazon organizer: Mehran Kafai
Website: http://claws.cc.gatech.edu/mis2-truefact-kdd2022.html
Amazon organizer: Mehran Kafai
Website: http://claws.cc.gatech.edu/mis2-truefact-kdd2022.html
KDD 2022 Workshop on Online and Adaptive Recommender Systems
August 15
The KDD workshop on online and adaptive recommender systems (OARS) will serve as a platform for publication and discussion of OARS. This workshop will bring together practitioners and researchers from academia and industry to discuss the challenges and approaches to implement OARS algorithms and systems, and improve user experiences by better modeling and responding to user intent.
Amazon organizer: Tao Ye
Website: https://oars-workshop.github.io/
Amazon organizer: Tao Ye
Website: https://oars-workshop.github.io/
KDD 2022 Workshop on First Content Understanding and Generation for E-commerce Workshop
August 15 - May 2
Amazon program committee: Shaunak Mishra, Soumya Roy, Shilpa Ananth, Yashal Kanungo, Indraneil Paul, Bryan Wang, Yang Liu, Jinmiao Fu, Sameer Kanase
Amazon organizers: Sumit Negi, Rajdeep Banerjee, Manisha Verma, Pooja A
Website: https://content-generation.github.io/workshop
Amazon organizers: Sumit Negi, Rajdeep Banerjee, Manisha Verma, Pooja A
Website: https://content-generation.github.io/workshop
KDD 2022 Workshop on Mining and Learning from Time Series – Deep Forecasting: Models, Interpretability, and Applications
August 15, 8:00 AM - May 15, 5:00 PM EDT
Amazon workshop organizers: Jun (Luke) Huan, Jan Gasthaus, Yuyang (Bernie) Wang, Hilaf Hasson, Youngsuk Park
Website: https://kdd-milets.github.io/milets2022/
Website: https://kdd-milets.github.io/milets2022/
KDD 2022 Cup ESCI Challenge for Improving Product Search
August 15
In this challenge, we introduce the “Shopping Queries Data Set”, a large dataset of difficult search queries, published with the aim of fostering research in the area of semantic matching of queries and products. The primary objective is to build new ranking strategies and, simultaneously, identify interesting categories of results (i.e., substitutes) that can be used to improve the customer experience when searching for products.
Amazon chair: Karthik Subbian
Amazon organizers: Lluis Marquez, Fran Valero, Nikhil Rao, Hugo Zaragoza, Sambaran Bandyopadhyay, Arnab Biswas, Anlu Xing, Chandan K Reddy
Website: https://www.aicrowd.com/challenges/esci-challenge-for-improving-product-search
Amazon chair: Karthik Subbian
Amazon organizers: Lluis Marquez, Fran Valero, Nikhil Rao, Hugo Zaragoza, Sambaran Bandyopadhyay, Arnab Biswas, Anlu Xing, Chandan K Reddy
Website: https://www.aicrowd.com/challenges/esci-challenge-for-improving-product-search
KDD 2022 Workshop on Applied Machine Learning Management
August 15
The workshop on Applied Machine Learning Management brings together applied research managers from various fields to share methodologies and case-studies on management of ML teams, products, and projects, achieving business impact with advanced AI-methods.
Amazon organizer: Elena Sokolova
Amazon speaker: Shiv Vitaladevuni
Website: https://wamlm-kdd.github.io/2022
Amazon organizer: Elena Sokolova
Amazon speaker: Shiv Vitaladevuni
Website: https://wamlm-kdd.github.io/2022
KDD 2022 Workshop on Anomaly and Novelty Detection, Explanation, and Accommodation (ANDEA)
August 15
This workshop will gather researchers and practitioners from diverse communities and knowledge background to promote the development of fundamental theories, effective algorithms, and novel applications of anomaly and novelty detection, characterization, and adaptation.
Amazon organizer: Anton van den Hengel
Website: https://sites.google.com/view/andea2022
Amazon organizer: Anton van den Hengel
Website: https://sites.google.com/view/andea2022
KDD 2022 Workshop on Artificial Intelligence for Computational Advertising (AdKDD)
August 15
AdKDD 2022 is the leading workshop on artificial intelligence for computational advertising in conjunction with KDD 2022.
Amazon organizer: Kun Liu
Website: https://www.adkdd.org
Amazon organizer: Kun Liu
Website: https://www.adkdd.org
Related content
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August 26, 2021Two KDD papers demonstrate the power and flexibility of Amazon’s framework for “extreme multilabel ranking”.
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August 20, 2021New method enables two- to 14-fold speedups over best-performing predecessors.
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August 13, 2021Amazon Scholar Chandan Reddy on the trends he sees in knowledge discovery research and their implications for his own work.
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August 27, 2020Thorsten Joachims answers 3 questions about the work that earned him the award.