AI Projects and How They Work standard

Introduction In 2014, Geoffrey Hinton, Yoshua Bengio and others behind Google succeeded in combining neural networks, large quantities of data, and powerful computers to make breakthroughs in the field of AI.  AI or Artificial intelligence is the ability of machines to perform tasks commonly associated with intelligent humans. . In practice, AI is not one thing but a set of techniques that can automate tasks such as forecasting, recognizing images, recognizing speech, understanding text, detecting anomalies and other tasks previously reserved for human intelligence. In real life though, human work is complex. It combines multiple tasks at different levels. A medical doctor making a diagnosis will gather information using multiple senses and techniques. He may talk with the patient, touch ...

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Five critical success factors in UI/UX design standard

1) Gathering Information Designing is like making decisions. To make good decisions, you need the right information. The collection and analysis of information is called “user research”. If the information gathered is not good, the analysis will not be good. Information gathering methods: Good: Observation, think aloud and talk back  Valid: Analytical, socio-demographic data, documentation Poor: workshops, focus groups and opinion polls  2) Who is the application for? Ease of use doesn’t mean anything. Those who will use the app once in their lifetime versus those who work 7 hours a day 5 days a week do not have the same definition of ease of use. For the first, the interface must be intuitive, for the second, speed and control ...

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What is Cognitive engineering standard

Cognitive engineering combines system engineering and cognitive ergonomics. Ergonomics means the study of work. Cognitive ergonomics means studying mental work. Unlike design thinking where people are in the office trying to imagine human work and problems in committee, the cognitive engineer first makes a cognitive analysis of the task. Cognitive analysis of the task (Cognitive Task Analysis) is to observe one by one the users, ideally in the work environment, doing their work and asking them to think aloud. Observations are recorded and verbatim analyzed. The cognitive analysis includes the analysis of goals and subgoals, information consulted, knowledge, decisions and actions performed. The problems that are encountered and effective strategies are analyzed.   Following the cognitive analysis of the task, ...

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Why Card Sorting is Wrong standard

Card sorting is a technique that was originally used in libraries to organize large quantities of information. Card sorting uses physical cards with words (or pictures or physical objects).  The cards are put on a big table and users are asked to group these cards into categories that make sense to them.   This technique allows to understand how users group information but is a wrong approach to organize information in a user interface because: When users interact with computers, the optimal information organization is not necessarily logical. Information can be organized along: 1) frequency /importance of use;  2) sequence of task 3) logical group;  4) standards (ex: month of the years), 5) numerical or alphabetical order. When doing card ...

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Revolution in system maintenance standard

You are told that you are better off replacing your IT system. Read this before going any further.  Here are some truths nobody will tell you. Vendors make more money if you replace your system. Systems you purchase include many unnecessary features you pay for. You will certainly have some specific needs that are not met by the system. To get the features to meet these needs, you will need to pay extra money. One day, the vendors will come back and tell you that you need to upgrade because they no longer support the version you purchased. Analysts such as Gardner, that review IT system vendors, are sponsored by the very vendors they review. Tired of complex projects and ...

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Cognitive Group’s 10 most useful software – 2012 edition standard

Cognitive Group’s user experience (UX) team regularly publishes a list of the ten most useful applications. Useful things save time, save energy, increases safety and provide better quality results. Google Search. Google is the ultimate gateway to the Internet. Google search engine provides all the world’s information at the tip of your finger. Coursea and iTunes University. Anyone, anywhere, can now attend classes with the best instructors in the world for free. The possibilities are endless.

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The Cognitive Approach standard

Introduction IT projects tend to be executed in distinct phases. 1. determining the business needs, 2. setting system specifications for those needs, 3. programming and then 4. testing. The first two phases usually represent 50%[1] of a project’s cost. The traditional way of determining the business needs is to ask users or subject matter experts to express the needs verbally. Analysts then transcribe them and define the system requirements that will meet the needs. System requirement’s documents are finally reviewed and approved.

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Change Management : A Catch-22 standard

The catch-22 The levels at which impacts of change are major are not understood while the levels at which impacts are minor are easily understood. Why? Most managers believe people resist change because humans have a natural desire to keep the status quo. They believe that resistance to change is a defense mechanism caused by frustration and anxiety. With this diagnostic, executives belief that good change leadership comes with a strong message from the top, effective communication plan, mandatory training and sometimes, removing undesirable parties that are labeled as strong change resistant.

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