When the user's data accumulates to a certain amount, some potential links, classifications, derivations, and discovery values of the data are hidden in it, and we can use the data mining tools to help discover these valuable data, and IBM's tool in this area is Intelligentminer. Ibmintelligentminer was selected as the industry's best data acquisition tool and won the DM Reader Award. In addition to data warehousing and data mining solutions, IBM has developed a range of industry solutions and applications on this basis.
1. IBM Data Mining Tools
Intelligentminer through its world-leading unique technologies, such as automatic generation of typical datasets, association discovery, sequence discovery, conceptual classification and visual rendering, it automates data selection, Data transformation, data discovery, and rendering of data. If necessary, the result dataset can also be repeated until a satisfactory result is obtained.
Now, IBM's Intelligentminer has formed a series that helps users identify and refine valuable information from enterprise data assets. It includes analysis software tools Intelligentminerfordata and Ibmintelligentminerfortext to help companies select previously unknown, effective, workable business knowledge, such as customer buying behavior, hidden relationships, and new trends, The data source can be a large database and a text data source on the intranet or on the Internet. The company can then apply this information for better, more accurate decision-making and gain a competitive advantage.
(1) Intelligentminerfordata
Intelligentminerfordata can contain hidden information in traditional files, databases, data warehouses, and data centers. The latest version of this product has an improved user interface, enhanced parallelism, new platform support, statistical capabilities, a new central net value prediction technology, and an optimized algorithm.
Intelligentminerfordata helps users make full use of structured data in traditional or normal files. Its acquisition algorithm has been successfully applied to customers and trading partners to meet market analysis, fraud monitoring, customer contact management and other business areas of demand. The server platforms supported by the system include AIX and Aix/sp, os/390, Sunsolaris, os/400, and WindowsNT, and the OS/2 client version will be fully launched.
(2) Inteligentminerfortext
IBM has also expanded the scope of the acquisition solution, including a text data source. Intelligentminerfortext allows enterprises to obtain valuable customer information from textual information. Text data sources can be web pages, online services, faxes, e-mail, lotusnotes databases, protocols, and proprietary libraries.
Intelligentminerfortext extends IBM's data acquisition capabilities to get information from text documents and data sources. Data sources can include customer feedback, online news services, e-mail, and Web pages. Its functions include identifying the document language, establishing it? , a dictionary of terms or other words, extracts the meaning of text, groups similar documents, and classifies documents according to content. The new version also includes a full-featured advanced text Search feature. The server platforms supported by the system include AIX and WindowsNT, os/390, and Sunsolaris. The Ibmintelligentminer series can give you the full potential to find relevant information and help you spend the least amount of time searching for and browsing the resulting information. In addition, text acquisition techniques can be applied to a variety of users who need to view or research documents, such as patent attorneys, business librarians, public relations personnel, researchers, and students.
2. Industry Solutions
By leveraging the IBM Data warehousing and data mining technologies described above, IBM has developed a range of industry solutions and applications for our customers, mainly in the following ways:
(1) decisionedgeforfinance--is a comprehensive solution designed specifically for the financial industry. Decisionedgeforfinance is not just a simple reporting tool, it provides all the technology the marketing manager needs to make strategic business decisions and marketing campaigns.
(2) decisionedgeforinsurance--end-to-end solutions, including hardware, software, consultants, and services, designed to help insurance marketing managers develop strategic business decisions and conduct marketing campaigns.
(3) ibmdiscoveryseriesforbanking--application suite designed to meet the "customer first" banking needs.
(4) ibmdiscoveryfortelecommunications--application suite that provides the perfect customer service for the telecommunications industry.
(5) businessanalysissuiteforsap--is applicable to the following companies: SAP transaction Processing systems have been installed and data warehouses need to be established to take full advantage of all transaction data collected in day-to-day operations.
(6) surf-aid--data acquisition application for analyzing Web site utilization.
(7) infoprintbusinessintelligencesolution--allows enterprises to combine custom messages, names and addresses with graphics and barcodes to provide customers with a unique personality of marketing materials.
(8) globalservicesbioffering--includes strategic and planning functions for different perspectives (industry, business functions, technologies), as well as methods to help customers understand and resolve business difficulties, manage data warehouse projects, develop and implement advanced analysis functions.
(9) The insuranceunderwritingprofitabilityanalysis-combines data warehousing with the acquisition technology to help insurance executives deal with the insurance process.