Question 1

What is Alphabet (United States) known for?

Accepted Answer

In research, Alphabet (United States) stands highest in Computer Science (#3 of 4,417 worldwide), Artificial Intelligence (#2 of 1,862 worldwide) and Computer Vision and Pattern Recognition (#4 of 963 worldwide), 2022-now. Relative to its size it is most specialised in Hardware and Architecture, Computer Graphics and Computer-Aided Design and Signal Processing (Hardware and Architecture is 10.8× its share of world research).

Question 2

How does Alphabet (United States) rank in research?

Accepted Answer

Alphabet (United States) ranks #155 of 22,385 institutions worldwide on research quality in 2022-now (#216 all time), and #48 of 3,332 in the United States.

Question 3

Who are the top researchers at Alphabet (United States)?

Accepted Answer

Ranked on the quality score, Hermann Gunkel, Jack D. Hidary and Mohan Raparthi lead among researchers whose main affiliation is Alphabet (United States).

Question 4

What are the most cited papers from Alphabet (United States)?

Accepted Answer

The most cited paper from Alphabet (United States) is "Deep learning" (Yann LeCun, Yoshua Bengio, Geoffrey E. Hinton, 2015), with 84,939 citations. Next come "ImageNet classification with deep convolutional neural networks" (75,634) and "Scikit-learn: Machine Learning in Python" (64,016).

Question 5

Which research topics does Alphabet (United States) publish most on?

Accepted Answer

By volume in 2022-now: Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications and Speech Recognition and Synthesis.

Question 6

Which keywords describe research at Alphabet (United States)?

Accepted Answer

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Machine Learning, Convolutional Neural Networks, Information Retrieval, Text Classification, Topic Modeling and Machine Translation.

Question 7

Which fields of science does Alphabet (United States) work in?

Accepted Answer

In 2022-now, 63% of research at Alphabet (United States) is in Physical Sciences, 21% in Social Sciences. Its largest fields are Computer Science (47%), Engineering (10%), Social Sciences (8%). It does 1.6× the world's share of Physical Sciences.

Question 8

Which institutions have research most like Alphabet (United States)'s?

Accepted Answer

Microsoft (United States) has the research profile closest to Alphabet (United States)'s (similarity 0.89 on a scale to 1), with both strong in Computer Science, followed by University of Luxembourg and Macquarie University.

Question 9

Is Alphabet (United States)'s research output growing?

Accepted Answer

Output in 2022-2025 was 4% lower than in 2018-2021.