Exploring Crowd Mining: Humanity's Collective Mind Expansion

The concept of Crowd Mining involves searching for patterns in an open world with imprecise questions, requiring a new type of crowd-assisted mining process. It involves querying understanding, identifying relevant information sources, and interactive mining of human and computerized knowledge. Crowd Mining differs from traditional data mining by focusing on the interactive and diverse nature of information sources.

• Crowd Mining
• Data Mining
• Humanity
• Interactive
• Patterns

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Uploaded on Sep 08, 2024 | 0 Views

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1. Crowd Mining Tova Milo

2. The research frontier Think of humanity and its collective mind expanding But first a story Crowd Mining 2

3. Let us put this in research terminology Often in natural language. Search for common/interesting/useful/exceptional patterns in an open world Imprecise, under-specified questions. Often in natural language. Partially only in people minds! Requires a new type of crowd-assisted (interactive) mining Huge amounts of relevant data sources & content. Many important application domains: (Folk) medicine, Social studies, Education, Cyber security, Scientific experiments, Crowd Mining 3

4. Mining with the crowd Mining for what? Query understanding and refinement Identifying relevant information sources Relevant patterns and answers Hey ,but isn t this again all about source capabilities???!!! 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 Yes, but very different Huge number of sources, very interactive, very diverse Need to develop new toolkits NLP, ML, statistics, phycology, HCI, Crowd Mining 4

5. 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 5