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Data Mining Systems for the Semiconductor Industry

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Data Capture Systems for Semiconductor Tool Manufacturers Supplied by Jon Goldman Associates
Semicon Japan, Hall 2, Booth 2-B105

Orange, CA, USA - October, 1999 - Jon Goldman Associates (JGA) supplies semi-custom and off-the-shelf Data Capture and Mining Systems for tool manufacturers to incorporate and sell with their semiconductor fab tools. Through semi-custom data capture packages, developed by JGA for the OEM equipment manufacturer, and a group of off-the-shelf analysis tools, OEMs can provide their customers with access to pertinent process information. This facilitates problem solving and reduction of scrap and rework without much cost or time investment.

Development of semi-custom data capture systems is made easy through the use of a library of pre-designed equipment interface tools. Data capture is performed internally in the equipment, leaving a SECS port available for post-manufacturing needs. If data is already being captured, the GOLDMAN DATA™ Generator Kit uses this data and converts it into a format that allows it to be used with the Goldman System™ . The Goldman System is JGA’s extensive software library of Data Mining and SPC analysis utilities. Once the data files are in GOLDMAN DATA format, they can be analyzed using the Goldman System Client and Server utilities.

These provide SQL database and maintenance utilities to fuel trend analysis and user access to data. Any tool data file can be analyzed by simply pointing to it. Critical Event and Alert Condition criteria, set by the user, are applied to the data. A key to the Goldman System is the ability of the system to notify the user of an alert violation or critical event. Notification can include paging personnel, sending email, signaling from a light tower or by disabling equipment. Reports can be scheduled to print at specific times on chosen selected days.


Jon Goldman Associates, based in Orange, CA, has been providing data mining software solutions to the semiconductor industry for over ten years. Founder and President Dr. Jon Goldman has been serving the semiconductor industry for more than 25 years. He is the holder of several patents, including LPCVD deposition of Silicon Nitride, LTO, and BPSG. JGA's data analysis tools are widely used in the industry by both end users and equipment manufacturers to reduce down time and wafer scrap by implementing and improving SPC control.

                                                                                                       

                                                                                                         


Copyright (c) 2006, Jon Goldman Associates


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