Skip to main content

Cognitive Computing





What is Cognitive Computing ?
Cognitive computing is the simulation of human thought processes in a computerized model. Cognitive computing involves self-learning systems that use data mining, pattern recognition and natural language processing to mimic the way the human brain works.
The goals of users evolve as they learn more and redefine their objectives. To respond to the fluid nature of users’ understanding of their problems, the cognitive computing system offers a synthesis not just of information sources but of influences, contexts, and insights. To do this, systems often need to weigh conflicting evidence and suggest an answer that is “best” rather than “right”.
Cognitive computing systems make context computable. They identify and extract context features such as hour, location, task, history or profile to present an information set that is appropriate for an individual or for a dependent application engaged in a specific process at a specific time and place. They provide machine-aided serendipity by wading through massive collections of diverse information to find patterns and then apply those patterns to respond to the needs of the moment.
In order to achieve this new level of computing, cognitive systems must be:
Adaptive : They must learn as information changes, and as goals and requirements evolve. They must resolve ambiguity and tolerate unpredictability. They must be engineered to feed on dynamic data in real time, or near real time.
Interactive : They must interact easily with users so that those users can define their needs comfortably. They may also interact with other processors, devices, and Cloud services, as well as with people.
Iterative and stateful : They must aid in defining a problem by asking questions or finding additional source input if a problem statement is ambiguous or incomplete. They must “remember” previous interactions in a process and return information that is suitable for the specific application at that point in time.
Contextual : They must understand, identify, and extract contextual elements such as meaning, syntax, time, location, appropriate domain, regulations, user’s profile, process, task and goal. They may draw on multiple sources of information, including both structured and unstructured digital information, as well as sensory inputs (visual, gestural, auditory, or sensor-provided). IBM White Paper, Open Forum


Areas where cognitive computing can be used ?

Face Detection, Speech Recognition, Sentiment Analysis, Artificial Intelligence, Smart Machines etc.


IBM Watson and Microsoft Cognitive Services are the best examples of Cognitive Computing.

Sources (More can be found on this topics) :
http://whatis.techtarget.com/definition/cognitive-computing https://en.wikipedia.org/wiki/Cognitive_computing
http://www.business-standard.com/article/companies/india-can-be-a-world-leader-in-cognitive-computing-ibm-ceo-116020201080_1.html
https://www.microsoft.com/cognitive-services

Labels:
Location: Hyderabad, Telangana, India

Comments

Post a Comment

Popular posts from this blog

Future of Mobile Apps

More than 1 billion smartphones and 179 billion mobile applications downloaded per year, mobile development is certainly one of the innovative and rapidly growing sector. The mobile application market is arguably dominated by Google apps (Gmail, Maps, Search), Social media (Facebook, Instagram, Twitter, Youtube) and Gaming apps (Angry birds, Temple Run). Giants like Walmart, Bank of America and Amazon are using mobile applications for branding, improving customer engagement, direct marketing etc. This trend will continue in 2017 as well. There are lots of opportunities for startups and small companies. 1. AI will attract huge investment Industry analyst firms Granter and Forrester have revealed that there will be a 300% increase in investment in artificial intelligence. This is because business users now have unique and very powerful insights open to them. For example, giants like Facebook, Google and IBM are already investing in technologies (by acquiring startups) that would get
12 comments
Read more

15 Key tips to reduce your Android App Size

Users often avoid downloading apps that seem too large, particularly in emerging markets where devices connect to often-spotty 2G and 3G networks or work on pay-by-the-byte plans. This article describes how to reduce your app's APK size, which enables more users to download your app. Understand the APK Structure Before discussing how to reduce the size of your app, it's helpful to understand the structure of an app's APK. An APK file consists of a ZIP archive that contains all the files that comprise your app. These files include Java class files, resource files, and a file containing compiled resources. An APK contains the following directories: META-INF/:   Contains the CERT.SF and CERT.RSA signature files, as well as the  MANIFEST.MF  manifest file. assets/:   Contains the app's assets, which the app can retrieve using an AssetManager object. res/:   Contains resources that aren't compiled into resources.arsc. lib/:   Contains the compiled co
2 comments
Read more

Introduction to Kotlin : New Official Programming Language for Android

Kotlin is a statically-typed programming language primarily developed by the team of JetBrains that runs on the Java Virtual Machine and also can be compiled to JavaScript source code or uses the LLVM compiler infrastructure. It's a modern programming language. Development lead Andrey Breslav has said that Kotlin is designed to be an industrial-strength object-oriented language, and a "better language" than Java, but still be fully interoperable with Java code, allowing companies to make a gradual migration from Java to Kotlin. Kotlin can be adopted for both sides of development backend and front end. One of the obvious applications of Kotlin is Android development. Android has announced Kotlin as it's official language in Google I/O 2017. Why I should adopt Kotlin : Although Java is one of the world's most widely used programming languages and is pretty much the official language for Android development, there are many reasons why Java might not always
Post a Comment
Read more