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CADminer White Paper
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Our company is the proud maker of CADminer, the premier data mining software dedicated to
computer-aided design (CAD). Data mining refers to the process of extracting data from a large database, and producing such data into a cognizable product (information) to help in making business decisions. Thus, data mining is an important and relatively new component for business intelligence. In general, businesses are currently using data mining technologies in the areas of (1) market management, (2) risk management, and (3) fraud management. For example, retailers can learn about customer purchasing patterns through data mining, and then target their marketing efforts accordingly. Or, insurance companies can utilize extracted, previously unknown information to forecast risk. The data mining tools that are currently available on the market focus on extracting data from natural language databases. This makes sense, as language is the primary vehicle by which information is stored and conveyed. Yet natural language is not the only way by which to communicate information. Another method, and indeed the fundamental method throughout a variety of disciplines, is the visualization of information through drawings. CADminer is the first data mining technology dedicated to this encompassing language of CAD. CADminer, not unlike like other data mining tools, is concerned with the acquisition and implementation of valuable information. However, the art of data mining involves a process of uncovering previously unknown information beginning with the assimilation of data sources. CADminer is less of a process for attempted knowledge discovery (i.e., you may find something, you may not) and more of an intelligent automation tool for delivering CAD and other [external CAD] data into an end product clean, precise and actionable information. (See Table 1-1 below). Traditional retrieval and reporting of CAD data is achieved through time consuming and costly means. Often, CAD users have to open their drawings and query their databases using limited reporting functions or, of course, rely on others to do so. Across a variety of industries, many labor hours and dollars are spent grappling with the reporting, analysis and utilization of such data. CADminer works by reading and extracting data from CAD drawings based on user-created search criteria, and then reporting the data into one of many standard file formats. This has the effect of creating and maintaining elaborate information, which directly increases a firm's business performance. Moreover, as with any information technology, it is important to point out the product's performance: CADminer has extremely high performance, able to extract precise data from quite literally a hundred drawings in minutes. The value of CADminer will necessarily depend on the specific needs of an individual or firm. CADminer can be used in any organization or field of business which, directly or indirectly, uses CAD drawings or, more appropriately, uses the information contained in CAD drawings. This broad market definition is directly attributable to the program's vast capabilities across many sectors such as engineering, architecture, manufacturing, design, construction, facilities management, education, corporate IT systems, marketing, real estate, and government. A complete list would be truly extensive, if indeed achievable. |
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| Table 1-1: CADminer Synopsis: | ||||||||||||||||||||||||||||
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Besides from "pure" information extraction, CADminer has a relational database engine, which can
link external information with the CAD entities and link CAD entities with each other, allowing for the integration of business information. This feature is of great added-value for an organization because information taken from various sources can now be commingled and visualized. For example, a firm beginning a construction project can use CADminer for its quantity takeoffs, and then links files relating to suppliers, costs, equipment, labor, etc. to maintain, compare and report on all information. Another common example is a user extracting CAD data for facilities management, and then linking employees' names or extensions to the room numbers. Whatever the use may be, CADminer can save time, cut costs, create information and increase value. We invite you to learn more about CADminer from within our website. |
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