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The Evolution of Google Search Technology
Sep 7, 2024
Lecture Notes: Google Search and Information
Introduction
Louis XIV, the Sun King, was curious about the Qing Dynasty in China.
Commissioned royal mathematicians for information gathering.
Curiosity drove human progress historically.
Information Access Through Time
People used various mediums for information: cave walls, books, printing press.
Modern day comparison: billions ask questions similar to Louis XIV daily.
Ben Gomes and Search at Google
Ben Gomes, born in Darussalam, influenced by limited access to information.
Fascination with encyclopedias led to a career in search.
Search evolved from physical libraries to global digital access.
Google Search Mission
Mission: Organize world's information and make it universally accessible.
Key elements:
Organizing information
Universality: Accessible to everyone, regardless of language or ability.
How Google Search Works
Search processes queries in less than a second.
Uses algorithms to index and rank web pages.
Combats spam and ensures high-quality search results.
Challenges Faced by Google Search
15% of daily queries are new, requiring constant evolution.
Algorithms are frequently updated (6 changes per day).
Google's Approach to Quality
Search quality raters assess website quality using a 168-page guideline.
Emphasis on expertise, authoritativeness, and trustworthiness.
Handling Misinformation
Google adjusts algorithms to emphasize authority on sensitive topics.
Example: Correcting search results for "Did the Holocaust happen?"
Google Search Features
Autocomplete helps speed up searches but has faced issues with inappropriate predictions.
Users can report problematic autocomplete suggestions.
Technological Advances in Search
Machine learning and natural language processing are key areas.
BERT technology helps improve language understanding in search queries.
Behind the Scenes: Google’s Data Centers
Physical infrastructure supports search with data centers worldwide.
Ads fund Google operations and make search free for users.
Continuous Improvement
Google continuously experiments and learns from failures to improve search.
Conclusion
Google Search aims to connect people with the highest quality information.
Mission remains relevant: satisfy curiosity and improve understanding of the world.
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