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Crowd Mining. Tova Milo. The research frontier. Think of humanity and its collective mind expanding… But first a story …. Crowd Mining. Let us put this in research terminology…. Imprecise, under-specified questions. Often in natural language .

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crowd mining

Crowd Mining

Tova Milo

the research frontier
The research frontier

Think of humanity and its collective mind expanding…

But first a story…

Crowd Mining

let us put this in research terminology
Let us put this in research terminology…
  • Imprecise, under-specified questions.

Often in natural language.

Search for common/interesting/useful/exceptional patterns in an “open world”

  • Huge amounts of relevant data sources & content.

Often in natural language.

Partially only in people minds!

Many important application domains:

(Folk) medicine, Social studies, Education, Cyber security, Scientific experiments,…

Requires a new type of crowd-assisted (interactive) mining

Crowd Mining

mining with the crowd
Mining with the crowd
  • Mining for what?
    • Query understanding and refinement
    • Identifying relevant information sources
    • Relevant patterns and answers
  • How?
    • Mining human and computerized knowledge
    • Interactive incremental process
    • Crowd mining is very different from traditional data mining!

The questions/answers that one can ask/get

Availability, behavior, error, reliability, cost…

User capacity of grasping information

    • Need to develop new toolkits
    • NLP, ML, statistics, phycology, HCI, …

Hey ,but isn’t this again all about source capabilities???!!!

Yes, but very different… Huge number of sources, very interactive, very diverse

Crowd Mining

the end of the story
The end of the story…
  • My son passed the exam (smart kid :-)
  • But decided that he prefers to have fun for three months rather than spend his days programming… (even smarter :-)

Crowd Mining