Nt1330 Unit 7 Assignment

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Unit 7 Journal Submission The web is a vast network of interconnected information that changes all the time in response to user interactions, thus necessitating a deep understanding of web architectures, content dynamics, and crawling strategies (Manning et al., 2009). Understanding the history and characteristics of the web helped me appreciate the advancements in web search capabilities over the years, from the early days of the Advanced Research Projects Agency Network (ARPANET) in the United States to the proliferation of the modern-day World Wide Web. I also explored the importance of effective spam detection algorithms in enhancing user satisfaction (Khder, 2021). My learning during week 7 revolved around indexing the web to cater to user query needs …show more content…
Search engines deliver more accurate and trustworthy information in response to user queries by indexing web pages based on relevance and authority. Participating in discussions on the stages involved in creating a web crawler and the distinctions between static and dynamic web content was enlightening. Static content is characterized by its stability, making it more accessible to search engine crawlers compared to dynamic content that needs specialized handling for proper indexing (Manning et al., 2009). Adapting web crawling algorithms to diverse web environments is therefore necessary to ensure comprehensive coverage. Search engines deliver personalized search results tailored to individual users by considering user intent, context, and preferences. Manning et al. (2009) emphasize query expansion, user feedback integration, and personalized ranking algorithms to enhance user-centric information retrieval. I am happy because I have grasped the fundamentals of web crawling and indexing. Information from the textbook by Manning et
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Nt1330 Unit 7 Assignment

Unit 7 Journal Submission I delved into planning with certainty and planning under uncertainty throughout week 7. The readings of the week enabled me to develop a deeper understanding of the concepts and their applications in artificial intelligence. For example, I learned that planning with certainty involves creating a sequence of actions that guarantee a specific outcome, assuming that the environment remains predictable (Almansoori et al., 2022). Planning under uncertainty involves making decisions…

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