Network Analysis

 

 

 

-TR is conditionally dependent on SC, EdTech, A, and MW.
-Prior belief is shown as follows(using AIspace):- can be downloaded here for free http://www.aispace.org/downloads.shtml Belief and Decision Networks

Bayesian Network without Prior probability.

 

1. Calculate CPD of TR.

P(TR,A,MW,SC,Edtech)=P(A)xP(SC)xP(EdTech)xP(TR/A,EdTech,SC,MW)xP(MW/SC)

2. QUERY THE network with examples of casual or evidential reasoning and describe the result. Expectations, plausible, how to interpret it

• With reference to you How would this BN be used in a context of a larger system, for example, an intelligent agent that takes decisions or perhaps or a system that provides feedback to students on their problem solving

• Choose one of the following to elaborate on:
What data would you need to ‘train’ the BN (the CPDs)
Reflect on the specific potential and limitations of Bayesian Networks (using yours as an example if needed) with reference to other possible representations (e.g. decision trees).

 

 

 

 

 

 

 

Sample Solution

3 or so hours). Our mouths on fire from the pounds of crab boil and Cajun seasoning mixed into the boiling water, we sat on the top deck of the riverboat and watched on CBS as Patrick Reed, to our dismay, sweep the field at The Masters.

The muscular red drum broke the surface of the wind-rapped water, attempting to shake the popping cork loose from his gaping jaws. As the fish slid out of the heavy-duty net and onto the weather-stained deck, I counted seven spots, the most of the day. With the 10-horsepower trolling motor propelling the boat slowly, just above the years of built up mud and oyster shells, we monitor the narrow channels, imprisoned by miles of alligator-infested reeds, for rosy, translucent tails trolling five feet off the shore.

Before heading back to Dothan after my family’s last trip to New Orleans this past Christmas, we stopped for brunch at Atchafalaya, the only restaurant in Nola with five A’s. Known as one of the top 10 brunch restaurants in the country, Atchafalaya is famous for their chicken and biscuits, so obviously, I accompanied that order with a cup of turtle and alligator gumbo. These chicken and biscuits may seem simple, but they aren’t even in the same category as the generic Hardees chicken biscuit. Two homemade buttermilk biscuits, topped with two whole fried chicken breasts, and doused in gravy, along with the gumbo that sounded like roadkill but tasted like Heaven, held up as the perfect last Nola meal before the five-hour trip back to Dothan.

The restaurant is named after the Atchafalaya Swamp, where the Atchafalaya River and Gulf of Mexico converge to form the largest swamp in the United States. This swamp is the only growing delta system left in Louisiana, with wetlands that are almost stable, and making up more than 35% of the Mississippi River Delta, it’s larger than the Florida Everglades. With over 500 different species of wildlife, 22 million pounds of crawfish harvested each year, and the largest nesting concentration of bald eagles in the southern United States, this area seems to be thriving. Unfortunately, all other swamps and basins considering part of the Delta ar

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