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How Machine Learning helps Knowledge Management

By CIOReview | Wednesday, August 5, 2020

Knowledge management is taking revolutionary turns with the power of machine learning.

FREMONT, CA: In the industrial world, technologies such as artificial intelligence (AI) and machine learning (ML) are making deeper and more significant inroads into knowledge management. Knowledge management is becoming completely novelized. The potentialities of machine learning are enriching the paradigm of knowledge management. Machine learning and artificial intelligence are known for their mastery in analyzing and processing huge amounts of data. This shall, in turn, helps in bringing about a digital transformation in the knowledge management methods practiced by various companies across numerous industries.

Machine learning has the capability to simplify the process of knowledge discovery. From cloud to AI, companies had been using a large array of tools and digital applications to spot, collect, and manage data that was highly critical to business processes. But now, the advent of machine learning has made the processes of discovering knowledge more clear, precise, and practical. The pool of data is drastically expanding, and with the increment in the volume of critical data being at an all-time high, machine learning is seeming to be a silver bullet.

The process of knowledge management can promise better and precision outcomes when it is paired with the idea of tracking the metrics. Machine learning offers the capability of metric tracking. These metrics give the managers of enterprise, industrial or market knowledge deeper, real and actionable insights into the values that define the realness of the data, its integrity, business weightage, definitiveness and unambiguity, performance factor and other resolutions and details that are essential in the digital environment of knowledge management.

Machine learning capabilities offer the modern knowledge managers with the newest and smartest use cases such as intelligent searches that allow for greater productivity, sustainable techniques, and insights into utilizing the discovered content when added into the knowledge base. Artificial intelligence and machine learning are innovating the paradigm of knowledge management.         

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