Academic Journal
A Software Architecture for Reconstructability Analysis
| العنوان: | A Software Architecture for Reconstructability Analysis |
|---|---|
| المؤلفون: | Kenneth Willett, Martin Zwick |
| المساهمون: | The Pennsylvania State University CiteSeerX Archives |
| المصدر: | http://www.pdx.edu/sites/www.pdx.edu.sysc/files/sysc_kenpitf.pdf. |
| سنة النشر: | 2004 |
| المجموعة: | CiteSeerX |
| مصطلحات موضوعية: | reconstructability analysis, log-linear modeling, information theory, data-mining, Occam, Python |
| الوصف: | Software packages for Reconstructability Analysis (RA), as well as for related Log Linear modeling, generally provide a fixed set of functions. Such packages are suitable for end-users applying RA in various domains, but do not provide a platform for research into the RA methods themselves. A new software system, Occam3, is being developed which is intended to address three goals which often conflict with one another: to provide (1) a general and flexible infrastructure for experimentation with RA methods and algorithms; (2) an easily-configured system allowing methods to be combined in novel ways, without requiring deep software expertise; and (3) a system which can be easily utilized by domain researchers who are not computer specialists. Meeting these goals has led to an architecture which strictly separates functions into three layers: the Core, which provides representation of datasets, relations, and models; the Management Layer, which provides extensible objects for development of new algorithms; and the Script Layer, which allows the other facilities to be combined in novel ways to address a particular domain analysis problem. I. |
| نوع الوثيقة: | text |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.365.4534; http://www.pdx.edu/sites/www.pdx.edu.sysc/files/sysc_kenpitf.pdf |
| الاتاحة: | http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.365.4534 http://www.pdx.edu/sites/www.pdx.edu.sysc/files/sysc_kenpitf.pdf |
| Rights: | Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
| رقم الانضمام: | edsbas.B73F89EA |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |