RESEARCH BASE

Search 3,721 documents across 34 fields — every claim tier-rated by evidence

3,721 Documents 34 Sections 43,625 Citations 34,852 Keywords Indexed 4 Evidence Tiers

3,633 are the core, quality-scored corpus (34 lettered sections — see How We Work); the remaining 88 are cross-corpus synthesis documents (68 InterDocs, 12 Connections, 8 Theories) also indexed here.

6 results for "collaborative filtering"

ZD_2_09 Verified Information & Computation

ZD_2_09 — Recommender Systems: Collaborative Filtering, Content-Based, and Hybrid Approaches

Recommender systems (RecSys) are algorithms and architectures that predict user preferences and suggest relevant items — products, movies, music, news articles, social media posts, job listings, potential partners — from

recommender systems collaborative filtering content-based filtering matrix factorization Netflix Prize personalization

ZD_5_09 Verified Information & Computation

ZD_5_09 — Open Source: Free Software, Collaborative Development, and Commons-Based Production

Open source software (OSS) is software whose source code is publicly available, can be freely used, modified, and redistributed under licenses that preserve these freedoms. Open source is one of the most consequential mo

open source free software GPL Linux Apache collaborative development

S_1_13 Verified Future Technology

S_1_13 — Human-AI Collaboration and Coevolution

Human-AI collaboration refers to the partnership between human cognitive strengths (intuition, creativity, ethical judgment, contextual understanding, emotional intelligence) and AI capabilities (speed, pattern recogniti

human-AI collaboration centaur chess AI augmentation hybrid intelligence coevolution AI alignment

S_5_04 Verified Future Technology

S_5_04 — Robotics and Automation

Robotics integrates mechanical engineering, electrical engineering, and computer science to create machines capable of autonomous or semi-autonomous physical action. Industrial robotics began with Unimate (1961), the fir

robotics automation industrial robots humanoid robots cobots collaborative robots

V_3_09 Verified Mathematics & Information

V_3_09 — Fourier Analysis: Signal Processing and the Mathematics of Frequency

Fourier analysis — the decomposition of functions into constituent sinusoidal waves — is one of the most transformative mathematical ideas in science and engineering. Joseph Fourier's 1822 insight that any periodic funct

Fourier analysis Fourier series Fourier transform FFT fast Fourier transform spectral analysis

ZD_5_11 Verified Information & Computation

ZD_5_11 — Version Control: Git, Distributed VCS, and Collaborative Software Development

Version control systems (VCS) are tools that track changes to files over time — enabling software developers (and increasingly writers, designers, scientists, and data analysts) to record the history of every modificatio

version control Git distributed VCS branching merging GitHub

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