Best Practices
Academic Publishing
Academic Writing
This page provides guidelines on academic writing for Bachelor's, Master's, and Ph.D. students in the field of recommender systems, and related disciplines. Table of Contents Structure of a paper or thesisTitleAbstractIntroductionBackgroundResearch ProblemResearch QuestionResearch Goal / Objective / Hypothesis / BenefitsResearch TasksContributionBackgroundRelated WorkOnly provide information relevant to the research problemCreate New Quantifiable (Meta) InformationBe critical (but fair)Searching...
Coding
Collaboration & File Sharing
Communication
Evaluations & Reproducibility
Google AI releases ‘RecSim NG’, a “Flexible, Scalable, Differentiable Simulation of Recommender Systems” One or two years ago, Google AI released RecSim — A Configurable Simulation Platform for Recommender Systems. Now, Martin Mladenov from Google AI announced the next generation (NG) of RecSim, i.e. RecSim NG. RecSim NG is a powerful and flexible simulator designed...
PDF, Note & Reference Management
Documentation
Facebook documents its recommender system — a little bit. [Sarah Perez @ Techcrunch] Facebook has not been very open about how its recommender system works exactly. This may be about to change though. Today, Techcrunch announced that Facebook “has, for the first time, made public how its content recommendation guidelines work”. However, Techcrunch also points...
Ethics, Bias, Trust, …
Algorithms aren’t fair. Robin Burke wants to change that. [Press Release Colorado U] The University of Colorado Boulder released a press release about the well-known recommender-systems researcher Robin Burke, titled “Algorithms aren’t fair. Robin Burke wants to change that”. Scroll through an app on your phone looking for a song, movie or holiday gift, and...
Reviewing
Advice on Reviewing for EMNLP — and ACM RecSys? [EMLP Blog] The Conference on Empirical Methods in Natural Language Processing (EMNLP) has published a nice blog post on how to write conference reviews. It also points to several other related articles and blogs giving advice on writing good reviews. While maybe not all advice is...