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What is Data Analytics

Internet of Behaviors Implementation in Organizational Contexts
The act of analyzing, cleaning, modifying and modeling data to extract conclusions, find useful patterns and trends.
Published in Chapter:
Sustainable and Autonomous Soil Irrigation: Agro Smart Solution
Gonçalo Santos (Instituto Politécnico da Guarda, Portugal), Gonçalo Vicente (Instituto Politécnico da Guarda, Portugal), Telmo Salvado (Instituto Politécnico da Guarda, Portugal), Celestino Gonçalves (Instituto Politécnico da Guarda, Portugal), Filipe Caetano (Instituto Politécnico da Guarda, Portugal), and Clara Silveira (Instituto Politécnico da Guarda, Portugal)
Copyright: © 2023 |Pages: 21
DOI: 10.4018/978-1-6684-9039-6.ch017
Abstract
Water scarcity is probably one of the most serious problems that humanity will have to face globally. For that reason, it will certainly be urgent to try to define practices and find solutions that, in a first phase, allow to mitigate the problem, but whose ultimate objective will be to overcome the situation. This chapter presents an irrigation system set on an internet of things platform, able to act in real time according to the atmospheric conditions. Through parameterized and automated systems, it is possible to stop the irrigation. Later, using sensors, the system may or may not be activated in case the levels of soil moisture and luminosity do not respond to the parameterized needs. It is an efficient and sustainable solution that is available for all agriculture irrigation systems. To test the proposed solution, unit tests were conducted, and a group of tests with all sensors connected was also considered. This system implements an alternative method for the data flow and its monitoring, including the fact that the system is aware of the user.
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Data Analysis in Context-Based Statistical Modeling in Predictive Analytics
The science of extracting meaningful information continuously with the assistance of specialized system for finding patterns to get feasible solutions.
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The Integrated Tourism Analysis Platform (ITAP) for Tourism Destination Management
Discovery, interpretation, and communication of meaningful patterns in data; and the process of applying those patterns towards effective decision making.
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Data Analytics for Strategic Management: Getting the Right Data
A scientific and systematic approach to examine raw data in order to draw valid conclusions about them. Data are extracted and structured, and qualitative and quantitative techniques are used to identify and analyze patterns.
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Transforming Urban Slums: Pathway to Functionally Intelligent Cities in Developing Countries
A rapidly emerging field of information science arising from the explosion of data generated by many Internet based applications and services. Data analytics embodies a sequential process of descriptive, diagnostic, predictive and prescriptive analytics. Each type has a different purpose and requires different techniques to gain meaningful outcomes. The latter two often employ machine learning to gain valuable insights and directional guidance in decision making, such as in self-driving automobiles.
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The Future of Audit in Light of Technological Changes: Opportunities and Threats
Technique of analyzing so-called raw data to generate useful information.
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Predictive Analytics: A Novel Approach to Early Prevention of Human Trafficking
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Recent and Emerging Technologies in Industrial IoT
Data analytics converts raw data into actionable insights. It includes a range of tools, technologies, and processes used to find trends and solve problems by using data.
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Disruptive Democratisers?: The Complexities and Incongruities of Scale, Diversity and Personalisation in MOOCs
Quantitative and qualitative techniques and analysis processes to extract online data that relates to learners’ behaviours, patterns of engagement, and backgrounds to enhance learning experiences.
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Individual Privacy Should Be an Institutional Value: Socio-Technical Design of University Data Collection Systems
It involves analyzing data obtained from surveys and feedback with various statistical or artificial intelligence techniques.
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Supporting Pre-Service Teachers' Understanding and Use of Mobile Devices
The process of examining data sets in order to draw conclusions about the information they contain with the aid of specialised systems and software
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Big Data in Higher Education
Examining data with the objective of using this information for decision-making purposes.
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Intelligent Cities: A Compendious and Multidisciplinary Approach – Issues and Opportunities
It is the analysis of big data to convey user-friendly information on trends embedded in the data.
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Big Data Technologies and Pharmaceutical Manufacturing
A broad term covering all of the statistical and mathematical tools and techniques commonly used to analyze and draw meaningful information from big data repositories.
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The Impact of Creating a Business Intelligence Platform on Higher Education: The Case of the American University in Cairo
DA is the process of examining data sets in order to draw conclusions about the information they contain, increasingly with the aid of specialized systems and software.
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An Intelligent Virtual Medical Assistant for Healthcare Prediction
It is the science of applying algorithms to analyze the unprocessed raw data to get some fruitful conclusions. Several techniques are applied to the data analytics process. Statistical analytics is one of the ways of getting insight on the data that is derived from an application domain such as Finance, Share Markets, Manufacturing departments, etc.
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Analysis of Cutting-Edge Regression Algorithms Used for Data Analysis
It is the process of examining data to draw conclusions about the information they contain.
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Big Data Analytics in the Healthcare Industry
Is defined as the collecting and analyzing data associated with customers, business processes, market economics or practical experience in which the collected data is categorized, stored and analyzed to study purchasing trends and patterns and the final patterns facilitate decision making.
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Supply Chain Analytics: Challenges and Opportunities
The business intelligence and analytics technologies that are grounded mostly in data mining and statistical analysis.
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Bioethics From Science to Dogma and the Intersections With Religion, Politics, and Gender
Examination of large amounts of data to discover patterns and insights for informed decision-making.
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Contract Lifecycle Management: Processes and Benefits
Data analytics is the science of analyzing raw data to make conclusions about that information. A process can be run to examine data sets in order to find trends.
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Exploration of Computational Intelligence Insights and Data Analytics to Combat COVID-19
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Harnessing Data Analytics and Marketing Intelligence for Sustainable Marketing Innovation
Involves the examination and interpretation of data sets to uncover meaningful insights, patterns, and trends. In the context of marketing, it enables organizations to make informed decisions, optimize strategies, and measure the effectiveness of campaigns.
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Data Mining for Visualizing Polluted Gases
Are techniques of analyzing raw data to utilizing it in meaningful methods to extract valuable information insights it and draw conclusions.
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Scalable Data Warehouse Architecture: A Higher Education Case Study
Is the science of examining raw data with the purpose of drawing actionable information from it, data analytics is used to allow companies and organization to make better business decisions and in the sciences to verify or disprove existing theories.
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Meet Industry Needs in the Big Data Era: Data Science Curricula Development
The practice of using data science and data engineering technologies to analyze real-world big data in order to answer real-world questions or solve real-world problems.
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Big Data: An Emerging Field of Data Engineering
Data analytics refers to qualitative and quantitative techniques and processes used to enhance productivity and business gain.
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A Framework for Supporting In-Service Teachers to Use Domain-Specific Technologies for Instruction
A set of practices that mine information collected about those who use online technologies for information searching, learning, and work.
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Use of Data Analytics for Program Impact Evaluation and Enhancement of Faculty/Staff Development
The use of specialized software to analyze large datasets to provide actionable feedback or information.
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Big Data and Its Role in Facilitating the Visualization of Financial Analytics
Data Analytics includes tools that leverage current technologies to extract and analyze information (Jordan, 2013 AU78: The in-text citation "Jordan, 2013" is not in the reference list. Please correct the citation, add the reference to the list, or delete the citation. ).
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IoT-Based Health Risk Prediction by Collecting and Analyzing HIIT Data in Real Time Using Edge Computing
Analyzing, refining, manipulating, and modeling data to identify useful information, informing conclusions, and assisting in decision-making is data analysis.
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Quantitative Data Analysis for Quality Control in Strategic Management
A scientific and systematic approach to examine raw data in order to draw valid conclusions about them. Data are extracted and structured, and qualitative and quantitative techniques are used to identify and analyze patterns.
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Role of Edge Computing to Leverage IoT-Assisted AAL Ecosystem
The raw data collected by the IoT environment is analyzed in a cloud/edge server to find trends, hidden patterns, and knowledgeable insights.
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In-Memory Analytics
The processing of data for information and facts discovery.
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Smart Waste Management System
The science of studying raw data with pattern matching and finding conclusions about the information.
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Data Science Process for Smart Cities
A process that is conformed by method and statistics techniques, computation, data mining, and big data as well as the sequence of steps to follow that culminate with the visualization of patterns to the solution to a problem.
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Integrating SMEs Through Cloud: An Industrial Revolution
This is the process of analyzing vast amount of data and deriving conclusions based on the results of analysis.
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Data Analytics in Electric Vehicles
It involves examining a dataset to identify trends and form opinions about the data it contains.
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Designing Business Analytics Projects (BAP): A Five-Step Dashboarding Cycle
Data analytics is the process of analysing and visualizing data to improve decision making. It aims to contribute to organizations in the assertiveness of decisions based on data historical series, ceasing to be common sense.
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The 4th Industrial Revolution and Its Impact on Entrepreneurial Education
Data analytics refers to the process of examining, cleansing, transforming, and analyzing large sets of data to uncover meaningful insights, patterns, and trends. It involves various techniques and tools, including statistical analysis, data mining, machine learning, and visualization, to extract valuable information from raw data. Data analytics can provide organizations with actionable insights that can drive informed decision-making, optimize operations, identify opportunities, and mitigate risks. It finds applications across industries such as finance, marketing, healthcare, cybersecurity, and social sciences, helping businesses and researchers make data-driven decisions and gain a competitive advantage.
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The Optimal Workforce Staffing Solutions With Random Patient Demand in Healthcare Settings
The discipline and practice of using various quantitative methods to aid in solving business or engineering problems.
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Supply Chain Performance in the Industry 4.0 Context: Knowledge Mapping and Analysis
The science of collecting, transforming and organizing data in order to have a meaning for the user.
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How Business Intelligence and Data Analytics Can Leverage Business
Is a process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, informing lessons, and supporting decision-making.
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Management of Big Data Projects: PMI Approach for Success
Data analytics is a process that examines, clears, converts and models data to explore useful information, draws conclusions and supports decision making.
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