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Casual Articles - Ant Colony Optimisation for E-Learning Applications Over a Secure Network
Many clients ask me how to drive more traffic to their blogs. By now you have probably heard that blogs are an excellent resource to get leads as well as clients for your business. The best way to do that is by creating search engine friendly blog posts that get indexed in search engines. When people search for information on topics you discuss in your blog it appears on the search engine result pages. Potential customers then are able to read what you have to say and get on your mailing list.So now it all boils down to techniques that help you effectively optimize your blog for search engines. Here are tips and ideas to do just that:- Create A Keyword Rich Header For Your Blog. The header repeats on all pages on the blog. By making sure that your header contains targeted keywords, yo
The main concepts of teaching and learning used nowadays are still very old. The two main currents are Constructivism, that was elaborated by Kant and Behaviourism: a theory that came from Pavlov’s experiments.
A. Constructivism
In 1781, Kant tried to synthesize rationalist and empiricist viewpoints. Kant sees the mind as an active agent, that organizes and coordinates experiences. Along these lines, Piaget states that knowledge
What is Google Relevance?Relevance is how closely the keywords in your adcopy and ad groups match the keywords on the landing page. Not just 200 keywords dumped on a page to match but how relevant it is to what is searched for.If you are searching for “Gardening Equipment” and you end up finding “Buy Turf Here” on the landing page you are not going to be very happy. Even worse, the ad copy might say “Gardening Equipment Here” and it might end up being a page with “Buy Turf Here”, then you get the double whammy of thinking you are on to a winner and then ending up with something totally different. Google feel very strongly about this and they want their users to find the most relevant information possible. Why? Because Google don’t want to lose their users to Yahoo!, Msn or any of the
Moreover, Ant Colony systems present the interesting property of exhibiting emergent behaviour that allow individuals to benefit from the dynamic experience acquired by the collectivity, which means, in pedagogic terms that a student could benefit from the pedagogic lessons drawn out of his peers’ successes and failures.
The implementation of these algorithms yields results that go beyond the requirements of the Paraschool company which will soon be experimenting in real size the automatic dynamic optimisation of the pedagogic graph (their set of interconnected lessons and exercises) implemented by their software. This paper successively presents a concise description of human-learning concepts and their software implementation, a short description of the technical implementation of the Ant-Colony based optimisation algorithm and a discussion on the use of various selection operators. A set of experiments is then conducted, showing that erroneous arc probabilities can be automatically corrected by the system.
II. ELEMENTS ON THE PHILOSOPHY OF LEARNING
The main concepts of teaching and learning used nowadays are still very old. The two main currents are Constructivism, that was elaborated by Kant and Behaviourism: a theory that came from Pavlov’s experiments.
A. Constructivism
In 1781, Kant tried to synthesize rationalist and empiricist viewpoints. Kant sees the mind as an active agent, that organizes and coordinates experiences. Along these lines, Piaget states that knowledge
Small business success is very similar to learning to walk, talk and spell. The basics have to be understood before moving on to the next step. I am blessed to have twin 3 year old girls in my life and am amazed constantly how much I learn from them on a daily basis. As I watch them run around and explore, I find myself realizing just how much my observations apply to being successful and happy in life and in business.So take heart in the following tips – they may come from little people but they have the power of giants. To your happiness and your success !1. No matter how small you are you can change lots of lives - your goal for starting your business should be to change lives in one way or another. Remember this in everything you do - how can I change my customers lives ?2.
Moreover, Ant Colony systems present the interesting property of exhibiting emergent behaviour that allow individuals to benefit from the dynamic experience acquired by the collectivity, which means, in pedagogic terms that a student could benefit from the pedagogic lessons drawn out of his peers’ successes and failures.
The implementation of these algorithms yields results that go beyond the requirements of the Paraschool company which will soon be experimenting in real size the automatic dynamic optimisation of the pedagogic graph (their set of interconnected lessons and exercises) implemented by their software. This paper successively presents a concise description of human-learning concepts and their software implementation, a short description of the technical implementation of the Ant-Colony based optimisation algorithm and a discussion on the use of various selection operators. A set of experiments is then conducted, showing that erroneous arc probabilities can be automatically corrected by the system.
II. ELEMENTS ON THE PHILOSOPHY OF LEARNING
The main concepts of teaching and learning used nowadays are still very old. The two main currents are Constructivism, that was elaborated by Kant and Behaviourism: a theory that came from Pavlov’s experiments.
A. Constructivism
In 1781, Kant tried to synthesize rationalist and empiricist viewpoints. Kant sees the mind as an active agent, that organizes and coordinates experiences. Along these lines, Piaget states that knowledge
There are lots of ezines (newsletters) out there that offer free classified ads to new subscribers (and many even offer free ads on an ongoing basis).This can be a nice little source of free traffic and exposure for your website/ebook/ezine but, if not handled properly it can have its downside.The biggest problem is that, by joining a whole plethora of ezines your mail box risks becoming very crowded very quickly, and it's easy to become overwhelmed with it all.This is especially true if some of those ezines send out messages every single day -- as many do.To get around this, and to keep your free ezine advertising campaign under control, follow these steps:STEP 1. Create a separate e-mail address for your ezine subscriptions (e.g. my_ezines@.....).STEP 2.
The implementation of these algorithms yields results that go beyond the requirements of the Paraschool company which will soon be experimenting in real size the automatic dynamic optimisation of the pedagogic graph (their set of interconnected lessons and exercises) implemented by their software. This paper successively presents a concise description of human-learning concepts and their software implementation, a short description of the technical implementation of the Ant-Colony based optimisation algorithm and a discussion on the use of various selection operators. A set of experiments is then conducted, showing that erroneous arc probabilities can be automatically corrected by the system.
II. ELEMENTS ON THE PHILOSOPHY OF LEARNING
The main concepts of teaching and learning used nowadays are still very old. The two main currents are Constructivism, that was elaborated by Kant and Behaviourism: a theory that came from Pavlov’s experiments.
A. Constructivism
In 1781, Kant tried to synthesize rationalist and empiricist viewpoints. Kant sees the mind as an active agent, that organizes and coordinates experiences. Along these lines, Piaget states that knowledge
To start making money online relatively quickly, you need to find those subject areas that are not currently over-saturated by other marketers. You need to find your own niche, and one that is relatively uncompetitive.Topics like health, internet marketing, gambling, etc, are all fiercely competitive, and very difficult for inexperienced marketers to make any decent money from. You can of course target these markets over time, but I recommend finding your own niche first, and marketing to those people in these more narrow markets. These people are most likely not yet over-exposed to traditional marketing methods associated with internet marketing like squeeze pages, opt-in forms, sales letters, and so on, so you are more likely to be successful.A potentially profitable niche would be
II. ELEMENTS ON THE PHILOSOPHY OF LEARNING
The main concepts of teaching and learning used nowadays are still very old. The two main currents are Constructivism, that was elaborated by Kant and Behaviourism: a theory that came from Pavlov’s experiments.
A. Constructivism
In 1781, Kant tried to synthesize rationalist and empiricist viewpoints. Kant sees the mind as an active agent, that organizes and coordinates experiences. Along these lines, Piaget states that knowledge
As a business, non-profit, government agency or association manager, are you overly preoccupied with communications tactics like special events, broadcast plugs, press releases and brochures?Yes? Well then, you’re probably not getting the best public relations has to offer, and you’re missing the core PR mission you need to pull together the resources and action-planning required to alter individual perception leading to changed behaviors among your most important outside audiences. The plan helps a manager persuade those key folks to his or her way of thinking, then moves them to take actions that allow their department, group, division or subsidiary to succeed.How did you get into this pickle? In all probability, you ignored the underlying premise of public
The main concepts of teaching and learning used nowadays are still very old. The two main currents are Constructivism, that was elaborated by Kant and Behaviourism: a theory that came from Pavlov’s experiments.
A. Constructivism
In 1781, Kant tried to synthesize rationalist and empiricist viewpoints. Kant sees the mind as an active agent, that organizes and coordinates experiences. Along these lines, Piaget states that knowledge is not simply “acquired,” by children bit by bit, but constructed into coherent, robust frameworks called “knowledge structures.” Children are not passive absorbers of experience and information, but active theory builders. Papert, a mathematician, and one of the early pioneers of Artificial Intelligence (he founded the Artificial Intelligence Laboratory at MIT), worked with Piaget at the University of Geneva
IV. IMPLEMENTATION OF THE ANT COLONY:
ALGORITHMIC OVERVIEW
All nodes (html pages) of the new Paraschool software now contain a new ACO-powered NEXT button that leads the user along an arc chosen by a selection algorithm (see section V), based on the probability associated with the arc. This probability is computed by taking several factors into account in the design of a weighted fitness function described in the next section. These factors are the following and play at both the individual and collective levels:
A. Pedagogic Weights: W
This pedagogical weight is the main value of each arc. It is implemented as a static (i.e. “global”) variable (W), accessible to all ants. (W) is set by the Paraschool teachers and reflects the relative importance of the arcs that come out of a particular node. In other words, the teachers encourage the students to go toward such or such exercise after such or such lesson by giving the corresponding arc a higher weight. This valuation of the graph describes the pedagogic structure that will be optimized by the ACO algorithm
B. Pheromones: S and F
There are two kinds of pheromones that can be released on arcs to reflect students’ activity:
S: success pheromone. This floating point value is incremented by ants/students on the adequate incoming arcs when they are successful in compl
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