Question at position 10 Which four core components make up YouTube's algorithm?Video Inventory, Signals, Predictions, Ranking FactorsSubscribers, watch time, engagement, qualityWhich four core components make up YouTube's algorithm?Upload time, thumbnail, title, description

Question

BlackTom AI · Accepted Answer

The prompt asks about the four core components that make up YouTube's algorithm, and provides four answer options to evaluate.
Option 1: 'Video Inventory, Signals, Predictions, Ranking Factors' — This choice matches the widely taught model of YouTube's algorithm, which divides the system into the pool of videos (Video Inventory), the data the system processes (Signals), the model's estimates (Predictions), and the factors used to rank videos for users (Ranking Factors).
Option 2: 'Subscribers, watch time, engagement, quality' — While these are important metrics that influence performance and may appear in signals or outcomes, they are not the four core components of the algorithm’s architecture itself; they are outcomes or signals rather than the core architectural components.
Option 3: 'Which four core components make up YouTube's algorithm?' — This option is itself a restatement of the question rather than a descriptive component of the algorithm, so it cannot be correct as an answer about the algorithm’s structure.
Option 4: 'Upload time, thumbnail, title, description' — These are metadata and content presentation elements that affect click-through and initial exposure, but they do not constitute the four core components of the underlying algorithm as defined in most explanations.
In summary, Option 1 best aligns with the conceptual breakdown of YouTube's algorithm into the four foundational components, whereas the other options describe metrics, questions, or content elements that are not the core architectural components themselves.

Question at position 10 Which four core components make up YouTube's algorithm?Video Inventory, Signals, Predictions, Ranking FactorsSubscribers, watch time, engagement, qualityWhich four core components make up YouTube's algorithm?Upload time, thumbnail, title, description

View Explanation

Log in for full answers

Similar Questions

Question at position 10 Vicky explains that everybody's content is different because algorithms identify people's Question Blank 1 of 1[input] from their personal data.

What is a data mining algorithm that analyzes a customer’s purchases and actions on a website and then uses the data to recommend complementary products?

Recommendation Blank ______ is a data mining algorithm that analyzes a customer's purchases and actions on a website and then uses the data to recommend complementary products.

A social media platform's recommendation algorithm promotes divisive political content because it boosts engagement, even though it increases misinformation and user hostility.

What is the primary objective of a social media company's algorithm?

According to Netflix, their recommendation algorithm now determines ______ of what users like us choose to watch.

According to Abstract 2, what is the typical effect of algorithms?

According to Abstract 2, what is the typical effect of algorithms?

More Practical Tools for Students Powered by AI Study Helper

Homework AI Solver

Stylized AI Paper Writer

Plagiarism Checker Assistant

Citation AI Academic Writing Tool

In-Class Translation Assistant

AI Note Generator

AI Quiz Answers

Past Exam Questions from University Test Bank

Smart Practice Assistant

Adaptive Practice

Making Your Study Simpler