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Fundamentals of Human-Computer Information Retrieval - Revised

Learn more about human-computer information retrieval techniques with this information technology course.

IT
Free Course
In this free online course in Human-Computer Information Retrieval you can learn the fundamental characteristics of the vast quantities of data and information which appear on the web every day. This course will help you understand the different forms of data, and how modern search engines combine human computer interaction (HCI) studies with complex information retrieval methods to facilitate the convenient navigation of online spaces.

Description

Modules

Outcome

Certification

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Description

Integrating human and system interaction is the main design challenge in human-computer information retrieval. This course will first teach you different information retrieval techniques. You will study the surrogate query for a Google search in the query space and the different data that can be found on the Web. You will also look into the evaluation metrics that measure the effectiveness of matching document representations to query representations. You will also learn that the World Wide Web is a sample in information retrieval in the document space.

You will then study the rules that humans obey as outlined in the Human-Computer Communication model. You will look into the Matching Algorithm which matches queries in the Query Space to the appropriate information in the document space. You will look into the spaces where all possible information is stored and asked. You will also learn that in information retrieval, the precision metric is the proportion of all documents that get marked as relevant. This course will also cover the temporal data that can be found on the Web.

Data and information can be multilingual and dynamic and are being constantly updated and modified. This course will teach you how companies like Google spend millions of dollars trying to continuously improve human-computer information retrieval methods so that the information obtained from a search is relevant. By the end of this course, you will have learned a great deal about this important area in web development and information technology.

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