Automating Scientific Discovery.
The article focuses on computational discovery in scientific research. It states that computer scientists are teaching computers how to run experiments and utilize inferences from the data to conduct additional experiments. It mentions the use of data mining in determining unknown relationships, suc...
| Publicado en: | Communications of the ACM Vol. 55; no. 5; pp. 9 - 12 |
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| Formato: | Artículo |
| Publicado: |
Association for Computing Machinery
May2012
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=74716745&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 74716745 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 00010782 ACM jtl: Communications of the ACM issn: 00010782 maglogo: N pubinfo: dt: May2012 vid: 55 iid: 5 pid: 68 pub: Association for Computing Machinery artinfo: ui: 74716745 10.1145/2160718.2160723 ppf: 9 ppct: 3 formats: tig: atl: Automating Scientific Discovery. aug: su: Computers Research Scientific experimentation Inference (Logic) Computer software Equations Data mining Computer network resources sug: subj: Computers Research Scientific experimentation Inference (Logic) Computer software Equations Data mining Computer network resources ab: The article focuses on computational discovery in scientific research. It states that computer scientists are teaching computers how to run experiments and utilize inferences from the data to conduct additional experiments. It mentions the use of data mining in determining unknown relationships, such as the correlation between incidence of heart attacks and the use of a painkiller. It comments on the use of computer programs to determine the metabolic process of glycolysis and mentions the program changed and recombined equations to produce answers that fit the data. It talks about the use of robots in scientific research and talks about methods of automating the entire scientific process to generate data, form hypotheses, and design experiments to test the hypotheses. pubtype: Periodical doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y dt: @attributes: year: 2012 holdings: @attributes: islocal: N |
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