Scientific Seminar on Economic Security and Information Retrieval
Explore the intersection of economic security and information retrieval at the scientific seminar held at the National Technical University of Ukraine. Topics covered include the purpose, tasks, representation, models, and methods of information retrieval in the context of ensuring state security and leveraging technological advancements. Gain insights into classic and modern approaches to organizing and retrieving information efficiently.
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Presentation Transcript
National Technical University of Ukraine Kiev Polytechnic Institute Heat and energy design faculty Department of automation design of energy processes and systems (ADEPS) V I scientific and practical seminar with international participation Economic security of the state and scientific and technological aspects of its provision" October 21-22, 2015, Kyiv, Ukraine Student of 6thdepartment Group TI-41m Nataliia Pliiashko
The Purpose of Information Retrieval (IR) Find all documents relevant for a user query in a collection of documents Collect and organize information in one ore more subject area Retrieve relevant document before non-relevant document Provide users with those documents that will satisfy their information need V I scientific and practical seminar with international participation "Economic security of the state and scientific and technological aspects of its provision"
The Tasks of Information Retrieval Classicinformation retrieval Ad-hoc retrieval (querying) pull technology Interactive query formulation Automatic document clustering, rubricating and filtering Text mining V I scientific and practical seminar with international participation "Economic security of the state and scientific and technological aspects of its provision"
The Information Representation and Retrieval Process The information need can be understood as forming a pyramid, where only its peak is made visible by users in the form of a conceptual query. In the information retrieval process both the user's information need and the document collection have to be translated into the form of surrogates to enable the matching process to be performed. V I scientific and practical seminar with international participation "Economic security of the state and scientific and technological aspects of its provision"
The Models and Methods of Information Retrieval MODELS METHODS Boolean model Linguistic analysis Statistical model Lexical analysis Vector space model Morphological analysis Probabilistic retrieval model Semantic analysis Linguistic model Syntactic analysis (parsing) Knowledge-based model Statistical analysis TF-IDF Latent semantic analysis V I scientific and practical seminar with international participation "Economic security of the state and scientific and technological aspects of its provision"
The Social Value The solution of problems analysis documents is an actual and demanded, not only in the field of information retrieval systems, but also in the system of processing and analyzing information. This wide range of intelligent information processing tasks, including the tasks of retrieving, and identifying the semantic content of the speech recognition. All this causes the relevance and importance of research in the field of analysis and processing of unstructured information. Researches the effect of the choice of the model and its various characteristics on the quality of information retrieval allows to design and implement information systems more efficient methods and algorithms for computing the semistructured data. V I scientific and practical seminar with international participation "Economic security of the state and scientific and technological aspects of its provision"
