Hong, Liangjie > Research Links

References

Important Publications

The List of Important Publications in Computer Science by Wikipedia
If you want to know the important breakthrough in CS, this paper is a good reference.

The List of Important Publications in Mathematics by Wikipedia
Even we don't want to dig deep in math, here is a well mantained page about math publications.

Important Lists

The List of File Systems by Wikipedia

Research Papers

Machine Learning

The Discipline of Machine Learning by Tom Mitchell
Tom is the chair of Machine Learning department of Carnegie Mellon University. This white paper introduces the discipline of machine learning and some guidelines to open research questions. Strongly recommended!

Articles

MapReduce

MapReduce: Simplified Data Processing on Large Clusters
The original MapReduce paper.
MapReduce: A major step backwards
Two database professors posted this controversial blog article. MapReduce II (Second round feedback)
Relational Database Experts Jump The MapReduce Shark
The critique of above article.
Databases are hammers; MapReduce is a screwdriver
Another critique.

Web Tools

Web Search Engine

Nutch

KinoSearch

Ferret

Data Collections

Web Data

Web data for Language Modeling

DBLP

Open Directory RDF

Wikimedia

CiteULike