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What is Information Retrieval

Handbook of Research on ICTs for Human-Centered Healthcare and Social Care Services
Information Retrieval is understood as a fully automatic process that responds to a user query by examining a collection of documents and returning a sorted document list that should be relevant to the user requirements as expressed in the query.
Published in Chapter:
Searching Health Information in Question-Answering Systems
María-Dolores Olvera-Lobo (CSIC, Spain & Universidad de Granada, Spain) and Juncal Gutiérrez-Artacho (Universidad de Granada, Spain & Universidad Pablo de Olavide, Spain)
DOI: 10.4018/978-1-4666-3986-7.ch025
Abstract
Question-Answering Systems (QA Systems) can be viewed as a new alternative to the more familiar Information Retrieval Systems. These systems try to offer detailed, understandable answers to factual questions, in order to retrieve a collection of documents related to a particular search (Jackson & Schilder, 2005). The authors carry out a study to evaluate the quality and efficiency of open- and restricted-domain QA systems as sources for physicians and users in general through one monolingual evaluation and another multilingual. Their objective led them to use definition-type questions in order to evaluate QA systems and determine if they are useful to retrieve medical information. In addition, they analyze and evaluate the results obtained, and identify the source or sources used by the systems and their procedure (Olvera-Lobo & Gutiérrez-Artacho, 2010, 2011).
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Linkage Discovery with Glossaries
The activity of obtaining information resources relevant to an information need from a collection of information resources. Searches can be based on metadata or on full-text indexing.
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Automatic Reference Tracking
Information retrieval is the science of searching for information in documents, searching for documents themselves, searching for meta-data which describe documents or searching within databases, whether relational stand-alone databases or hyper textually-networked databases such as World Wide Web.
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Information Architecture: Case Study
Implementation of tools to assist the user in research to find important information concerning business issues.
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Semantic Approach to Knowledge Representation and Processing
Information retrieval techniques are used to extract the relevant information from the natural language documents and represent it in a structured form suitable for computer processing.
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Interactive Personalized Catalogue for M-Commerce
Information retrieval is the science of searching for information in documents for text, sound, images or data.
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Towards Multimedia Digital Libraries
The process of finding information in a set of documents by use of a computer.
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Indexing Textual Information
The scientific discipline that deals with the representation, organization, storage, and maintenance of information objects and in particular textual objects. The representation and organization of the information items should provide the user with easy access to the relevant information and satisfy the user’s various information needs.
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The Library and Information Science Perspective on Knowledge Management
This refers to the systematic procedure of seeking and acquiring relevant information from a given dataset.
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Information Retrieval Systems in Healthcare: Understanding Medical Data Through Text Analysis
This is the process of obtaining relevant information from a large repository or dataset. It involves systematic and efficient extraction of data, documents, or resources that match a user's information needs, often through search engines, databases, or other systems. Techniques include indexing, querying, and ranking algorithms to organize and retrieve information based on relevance.
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Web Search Engine Architectures and their Performance Analysis
A branch of science that deals with the representation, storage, organization of, and access to information with the prime aim of retrieval information for a given set of queries.
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Information Retrieval by Linkage Discovery
The activity of obtaining information resources relevant to an information need from a collection of information resources. Searches can be based on metadata or on full-text indexing.
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Elementary School Students, Information Retrieval, and the Web
The processes, methods, and procedures involved in finding information from a data file, which now is typically a digital catalog, index, database, or the entire Web. The objective is to find all information relevant to the particular need while excluding all information that is irrelevant to that need.
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The State of the Art in Web Mining
The resource or document discovery from the Web.
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The Perspectives of Improving Web Search Engine Quality
To retrieve information useful or relevant to the query.
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Semantic Measures
Field of information technology whose aim is to provide techniques to process queries for extracting information from corpus.
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Human and Social Aspects of Information Seeking in Cross-Language Information Retrieval
The process of locating relevant documents from a large collection of data in physical and electronic forms.
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Integrating Ontologies and Bayesian Networks in Big Data Analysis
Is the activity of obtaining information relevant to an information need from a collection of information resources. Searches can be based on metadata.
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Potentials and Limitations of Cyber Knowledge Brokers as Knowledge Providers
The processes involved in the searching, finding, filtering, and presentation of information in an information system.
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Web 2.0 Mash-Up System for Real Time Data Visualisation and Analysis Using OSS
Information retrieval is the process of exploring stored data for connected usage.
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Online Information Retrieval Systems Trending From Evolutionary to Revolutionary Approach
An activity of tracing information from a collection of information resources and recovering back the relevant results as per needs of information seekers.
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Retrieving Non-Latin Information in a Latin Web: The Case of Greek
Information retrieval (IR) is the science of searching for information in documents, searching for documents themselves, searching for metadata which describe documents, or searching within hypertext collections such as the Internet or intranets.
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Automatic Quality Assessment for Internet Pages
Information retrieval is concerned with the representation and knowledge and subsequent search for relevant information within these knowledge sources. Information retrieval provides the technology behind search engines.
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Analysis and Assessment of Cross-Language Question Answering Systems
Fully automatic process that responds to a user query by examining a collection of documents and returning a sorted document list that should be relevant to the user requirements as expressed in the query.
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Technological Help to Prevent and Reduce Cyberbullying
A sector of the computer sciences that focuses on implementing solutions for searching information in large collections of resources, both structured and unstructured, such as natural language texts, images, and videos.
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Networked Memex Based on Personal Digital Library
Information retrieval (IR) is the science of searching for information in documents for text, sound, images or data.
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Topic Detection and Tracking Towards Determining Public Agenda Items: The Impact of Named Entities on Event-Based News Clustering
The process, methods, and procedures of accessing and retrieving sufficient information from information system resources on a query given by the user.
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Use of Chatbots at the Intersection of Technology and Education: A Comprehensive Review
Information retrieval is the science of searching for information in a document, searching for documents themselves, and also searching for the metadata that describes data, and for databases of texts, images, or sounds.
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Past, Present, and Future of Artificial Intelligence in Library Services
The science of searching for information within a document, searching for the document itself, searching for metadata representing a document, or searching in a hypertext collection such as the Internet or an intranet.
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Artificial Intelligence for Information Retrieval
Information retrieval is concerned with the representation and knowledge and subsequent search for relevant information within these knowledge sources. Information retrieval provides the technology behind search engines.
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Data Mining Fundamental Concepts and Critical Issues
The art and science of searching for information in documents, searching for documents themselves, searching for metadata which describe documents, or searching within databases, whether relational stand-alone databases or hypertext networked databases such as the Internet or intranets, for text, sound, images or data.
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Technological Help to Prevent and Reduce Cyberbullying
A sector of the computer sciences that focuses on implementing solutions for searching information in large collections of resources, both structured and unstructured, such as natural language texts, images, and videos.
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Unsupervised Automatic Keyphrases Extraction on Italian Datasets
Is the activity of searching information, relevant to user’s needs from a collection of documents. Documents usually are texts, but can be images, video, or sounds.
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A Primer on Text-Data Analysis
The process of discovering a set of documents from static collection which satisfy a user’s temporary information need defined by a query.
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Original E-Assessment Methods
Information retrieval is the science of searching for information in a document, searching for documents themselves, and also searching for metadata.
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Literature Review in Computational Linguistics Issues in the Developing Field of Consumer Informatics: Finding the Right Information for Consumer's Health Information Need
A discipline that concerns effective transfer of information between creator of information and user of information. In the system perspective, representation, storage, organization, access, and distribution of information are studied, while, in the user perspective, various information seeking models and how to satisfy users’ information need are studied.
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User-Adapted Information Services
Information retrieval is concerned with the representation and knowledge and subsequent search for relevant information within these knowledge sources. Information retrieval provides the technology behind search engines.
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Cognitive and Psychological Factors in Cross-Language Information Retrieval
The process of locating relevant documents from a large collection of data in physical and electronic forms.
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IT Application Development with Web Services
Information Retrieval (IR) deals with the representation, storage, organization of, and access to information items. The representation and organization of the information items should provide the user with easy access to the information in which he is interested.
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Intangible Heritage Management and Multimodal Navigation
Is the science of searching for objects (documents, information within documents, and metadata about documents, as well as that of searching relational databases and the World Wide Web) that match a search query.
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Using Online Digital Data to Infer Valuable Skills for the Modern Workforce
An automatic process, methods, and procedures of searching and obtaining data that are relevant to an information need.
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Data Linkage Discovery Applications
The activity of obtaining information resources relevant to an information need from a collection of information resources. Searches can be based on metadata or on full-text indexing.
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Towards a Model for Evaluating Web Retrieval Systems in Non-English Queries
Information retrieval (IR) is the science of searching for information in documents, searching for documents themselves, searching for metadata which describe documents, or searching within hypertext collections such as the Internet or intranets. IR is further analyzed to text retrieval, document retrieval, and image, video, or sound retrieval. IR is an interdisciplinary scientific field based in computer science, library science, information science, cognitive psychology, linguistics, and statistics.
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Cross-Language Information Retrieval on the Web
The process by which a user may access relevant information in a timely and effective manner.
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Indexing and Compressing Text
The scientific discipline that deals with the representation, organization, storage and maintenance of information objects and in particular textual objects. The representation and organization of the information items should provide the user with easy access to the relevant information and satisfy the user’s various information needs.
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Data Mining: Payoffs and Pitfalls
The art and science of searching for information in documents, searching for documents themselves, searching for metadata which describe documents, or searching within databases, whether relational stand-alone databases or hypertext networked databases such as the Internet or intranets, for text, sound, images, or data.
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Technologies for Information Access and Knowledge Management
Information retrieval is concerned with the representation of knowledge and subsequent search for relevant information within these knowledge sources. Information retrieval provides the technology behind search engines.
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An Insight Into Deep Learning Architectures
The process of bringing down to the relevant information from various information resources and it can be of text retrieval, image retrieval etc.
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Exploiting Collaborative Tagging Systems to Unveil the User-Experience of Web Contents: An Operative Proposal
Information retrieval (IR) is the science of searching for information in documents, searching for documents themselves, searching for metadata which describe documents, or searching within databases, whether relational stand-alone databases or hypertextually-networked databases such as the World Wide Web7.
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Information Processing in Research Paper Recommender System Classes
A process of obtaining information system resources relevant to an information need from a collection.
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Text Mining
Information retrieval is concerned with the representation and knowledge and subsequent search for relevant information within these knowledge sources. Information retrieval provides the technology behind search engines.
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Artificial Intelligence and Machine Learning Algorithms
ML and DL learning techniques are used in applications like searching by search engines, text matching and search by finding similarity, and image filtering.
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The Use of Natural Language Processing for Market Orientation on Rare Diseases
A set of procedures, which mainly deals with the search in text files. The procedures are often described in the context of library work.
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Harnessing the Power of Artificial Intelligence for Modelling and Understanding Cultural Heritage Data
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TempClass: Implicit Temporal Queries Classifier
Information retrieval (IR) is finding material (usually documents) of an unstructured nature (usually text) that satisfies an information need from within large collections (usually stored on computers).
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