Before any health information system can be successfully implemented, there must be a team of experts who understand the vision and mission of both the health care organization and its stakeholders. Strategic health care leaders are positioned to propose system upgrades and/or implementations that can withstand inevitable organizational changes. Health information systems’ leaders understand that data is the overall management of the availability, usability, integrity and security of the data. From your weekly readings, choose at least three health information systems’ leaders and/or stakeholders, and define their role in the implementation of health information systems.
All the following items must be addressed in your paper: The Breached vs Uncompromised Data paper
The Breached vs Uncompromised Data paper
Risk management is one of the most important components in empowering an organization to achieve its ultimate vision. With proper risk management culture and knowledge, team members will be “speaking” the same language, and they will leverage common analytical abilities to identify and mitigate potential risks as well as exploit opportunities in a timely fashion. In order to consolidate efforts, the existence of an integrated framework is crucial.
This is why an ERM is necessary to the fulfillment of any organization’s goals and objectives. In your final research project for the course, your task is to write a 7-10 page paper discussing the following concepts:
The paper needs to be approximately 7-10 pages long, including both a title page and a references page (for a total of 9-12 pages). Be sure to use proper APA formatting and citations to avoid plagiarism.
Your paper should meet the following requirements:
Pleas write up as I am explaining the slides 2,3,4 to professor
Please write accordingly explain the contents on those slides
Go online and search for information about companies that have been harmed or bankrupted by a disaster. Choose one such company and create a brief case study about it. Successful narratives will focus on the manner in which the organization was impacted, including financial losses, losses of sales, or the need for layoffs. Your assignment should be 6 paragraphs in length.
it is a priority that students are provided with strong educational programs and courses that allow them to be servant-leaders in their disciplines and communities, linking research with practice and knowledge with ethical decision-making. This assignment is a written assignment where you will demonstrate how this course( Infer Stats in Decision-Making ) research has connected and put into practice within your own career.
Assignment:
Provide a reflection of at least 500 words (or 2 pages double spaced) of how the knowledge, skills, or theories of this course have been applied, or could be applied, in a practical manner to your current work environment. If you are not currently working, share times when you have or could observe these theories and knowledge could be applied to an employment opportunity in your field of study.
Requirements:
This is an Access Database assignment.
Your task, put simply, is to design a reinforcement learning algorithm to teach the mouse how to find the food. The fundamental task is as follows: • There is a 100×100 matrix representing a grid where any space can either be occupied by a mouse or a piece of food. There is only one mouse, and an arbitrary amount of food. • The mouse is able to sense the food with a 3×3 matrix representing its sense of smell, the range of which is the full grid, and stacks (Two foods next to each other will generate twice as much smell). This will be the input for your algorithm. Note that the center of this matrix will always be 0, as that space represents the mouse itself. • The mouse has a limited amount of energy, which is fully replenished when it finds food. If it runs out of energy, it dies, and the game is over. • The mouse is able to move in any cardinal direction (North, South, East, and West). The goal is for them to eat all of the food in the grid as quickly as possible. This simulation is visually represented using PyGame. This task can also be solved by a trivial algorithm using nothing but simple arithmetic, as the ‘scent’ of food is a function of distance from the mouse. You can try to find a non RL solution and compare it to the best version of the RL algorithm’s results. For each frame, a forward pass is run through your model. The input for each frame is an array (or tuple) with four numbers between 0 and 1. These are the probabilities generated from your model. These will determine how the mouse moves. QUESTIONS: (The questions are not graded by correct/incorrect. They are just here to get the student thinking.) Q: Does the order matter for the reinforcement learning model? (Ex: Inputting (N,S,E,W) vs (N,E,S,W)) Q: Does the order matter for a closed form solution? Q: What would be better for reinforcement learning; taking the highest value from the array as the movement choice, or choosing a random direction weighted by the given probabilities? Why? Tasks for the students • Write a reward function. You have access to the current game state, as well as the number of previous frames (Ex: 50) of input matrices, food level, and number of food tiles found. This number of frames will be the same number of frames it takes to starve from a full energy level. This can be very simple, like just using the number of food tiles found, or use reward shaping using multiple frames of previous input matrices to create more frequent positive/negative rewards (Ex: when the mouse moves closer or farther away from food.) QUESTIONS: Q: What would be a sparse reward function for this model? Q: How can the reward function be improved? • Write a model: As described above, write a model that takes in 8 inputs (The mouse’s sensory matrix minus the center), and outputs four probabilities for each cardinal direction. In addition, you will be handling when to back-propagate a reward, or when to keep running. Additional task (Optional worth extra credit): There are many variables that you can mess around with to complicate the problem to make it more suitable to Reinforcement learning. One of them is decreasing the range of the mouse’s scent with the variable SCENT_RANGE. Another is the variable VARIABLE_TERRAIN which gives the mouse a second sense (sight) and adds a value to each terrain section which indicates how much energy is spend by stepping over that tile. Q: How does the reward function change if you add the new variables?
For this assignment, review the article:
Abomhara, M., & Koien, G.M. (2015). Cyber security and the internet of things: Vulnerabilities, threats, intruders, and attacks. Journal of Cyber Security, 4, 65-88. Doi: 10.13052/jcsm2245-1439.414
and evaluate it in 2 to 3 pages (600 words), using your own words, by addressing the following:
When you write your evaluation, be brief and concise, this is not meant to be an essay but an objective evaluation that one can read very easily and quickly. Also, you should include a complete reference (title, authors, journal, issue, pages) you turn in your evaluation. This is good practice for your literature review, which you’ll be completing during the dissertation process.
Your paper should meet the following requirements:
The three major types of malicious activities that organizations’ information systems face include:
