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What is Unstructured Data

Encyclopedia of Information Science and Technology, Fourth Edition
Unstructured data (or unstructured information) refers to information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically text-heavy, but may contain data such as dates, numbers, facts, or video content as well.
Published in Chapter:
Business Intelligence
Richard T. Herschel (Saint Joseph's University, USA)
Copyright: © 2018 |Pages: 10
DOI: 10.4018/978-1-5225-2255-3.ch082
Abstract
Big data is driving new forms of competition, new waves of productivity growth, innovation, and providing unique ways to interact with customers. Big data is comprised of a wealth of unstructured data that is being transmitted and captured by organizations to enhance business intelligence efforts. The forms that big data takes include text, video, voice, location data, social media, and its growth is exponential. Big data encompasses multiple dimensions, including volume, variety, velocity, veracity, variability, and complexity. Despite the opportunities that big data presents, organizations are having difficulty managing it, especially in the areas of data management and data governance. Executive involvement is critical to insuring quality data for business intelligence as well as to insure that their firms will be able to attract the necessary talent to effectively engage in BI analytics. It is recommended that management take a common sense approach to dealing with big data to insure that data-driven decision-making is not compromised.
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More Results
Big Data Analytics in Retail Supply Chain
Refers to information that doesn't reside in a traditional row-column database. Examples include e-mail messages, word processing documents, videos, photos, audio files, presentations, webpages and many other kinds of business documents.
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Using Machine Learning to Extract Insights From Consumer Data
Data that is not predefined through structured, number-based systems, such as texts, sounds, visual images, or videos.
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Big-Data-Based Architectures and Techniques: Big Data Reference Architecture
The term unstructured data refers to any data, that has little identifiable structure. Images, videos, email, documents, and text fall into the category of unstructured data.
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Integrated Data Architecture for Business
Data that has no identifiable structure. For example, images, videos, email, text documents, and web documents.
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Ethical Navigations: Adaptable Frameworks for Responsible AI Use in Higher Education
Data that is undefined and difficult to search. This includes audio, photo, and video content. Most of the data in the world is unstructured.
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A Survey on Tools for Data Analytics and Data Science
Data which cannot be stored in a table structure like an audio file or video and images.
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Reading Data Possibilities From an LMS Data Portal Data Dictionary
Imagery, videos, simulations, and other types of unlabeled data.
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Big Data Analytics for Business
Data that has no identifiable structure. For example, images, videos, email, text documents, and Web documents.
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Using Big Data in Healthcare
Data that has no identifiable structure, such as the text of an e-mail message.
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Web Usage Mining and the Challenge of Big Data: A Review of Emerging Tools and Techniques
Information which is not stored in a database. Often include text and multimedia content such as e-mail message, photos, videos, and so on.
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Integrated Data Architecture for Business
Data that has no identifiable structure. For example, images, videos, email, text documents, and web documents.
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New Payment Models and Big Data Analytics
Gartner Inc. defines unstructured data as “information not stored in the database or file system as discrete data.” In a healthcare EMR system, this data generally refers to test results, referrals, progress notes, transition summary, H&P, etc.
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Cloud Database Systems: NoSQL, NewSQL, and Hybrid
Data that either does not have a pre-defined data model or is not organized in a pre-defined manner.
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NoSQL Databases
Data stored in files of different types, in which metadata were either unavailable or incomplete is termed as unstructured data.
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Big Data, Data Management, and Business Intelligence
Unstructured data (or unstructured information) refers to information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically text-heavy, but may contain data such as dates, numbers, facts, or video content as well.
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Analysis of Online Hotel Reviews During the COVID-19 Pandemic Using Topic Modeling
It is data that has no predefined data model or structure, such as image files, text files such as pdf, word, and text.
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Leveraging Big Data Analytics in the Healthcare Sector: A Look at Applications and Challenges
Data that is not arranged according to a pre-set data model referred to unstructured data.
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Business Intelligence
Unstructured data (or unstructured information) refers to information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically text-heavy, but may contain data such as dates, numbers, facts, or video content as well.
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Big Data: Its Implications on Healthcare and Future Steps
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Business Intelligence: Strengths, Weaknesses, and Opportunities
Data remained in unfiltered way or in a raw way which need to be processed to make information.
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Promoting Social and Solidarity Economy through Big Data
Data that do not reside in fixed fields. Examples include free-form text (e.g., books, articles, body of e-mail messages), untagged audio, image and video data. Contrast with structured data and semi-structured data.
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Machine Learning in Text Analysis
Data structure or organization can’t be predicted.
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The Transformation of Auditing From Traditional to Continuous Auditing in the Era of Big Data
Information that either does not have a pre-defined data model or is not organized in a pre-defined manner.
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NoSQL Databases
Data stored in files of different types, in which metadata (metadata is data about data. It describes other data. It provides information about a certain items contain.) were either unavailable or incomplete is termed as unstructured data. Unsturctured data refers to information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically text-heavy, but may contain data such as datas, number and facts as well.
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The Impact of Big Data on Security
Refers to information that either does not have a pre-defined data model or is not organized in a pre-defined manner.
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