مشخصات کتاب

Flexible Query Answering Systems: 14th International Conference, FQAS 2021, Bratislava, Slovakia, September 19–24, 2021, Proceedings (Lecture Notes in Computer Science)

ویرایش: 1st ed. 2021 
نویسندگان: Troels Andreasen (editor),  Guy De Tré (editor),  Janusz Kacprzyk (editor),  Henrik Legind Larsen (editor),  Gloria Bordogna (editor),  Sławomir Zadrożny (editor)  
سری:  
ISBN (شابک) : 3030869660, 9783030869663 
ناشر: Springer 
سال نشر: 2021 
تعداد صفحات: 245 
زبان: English 
فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) 
حجم فایل: 11 مگابایت 

در صورت تبدیل فایل کتاب Flexible Query Answering Systems: 14th International Conference, FQAS 2021, Bratislava, Slovakia, September 19–24, 2021, Proceedings (Lecture Notes in Computer Science) به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.

توجه داشته باشید کتاب سیستم‌های پاسخ‌گوی پرسش‌های انعطاف‌پذیر: چهاردهمین کنفرانس بین‌المللی، FQAS 2021، براتیسلاوا، اسلواکی، 19 تا 24 سپتامبر 2021، مجموعه مقالات (یادداشت‌های سخنرانی در علوم کامپیوتر) نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.

توضیحاتی در مورد کتاب سیستم‌های پاسخ‌گوی پرسش‌های انعطاف‌پذیر: چهاردهمین کنفرانس بین‌المللی، FQAS 2021، براتیسلاوا، اسلواکی، 19 تا 24 سپتامبر 2021، مجموعه مقالات (یادداشت‌های سخنرانی در علوم کامپیوتر)

توضیحاتی درمورد کتاب به خارجی

فهرست مطالب

Preface
Organization
Contents
Perspective Paper
Perspectives and Views of Flexible Query Answering
	1 Introduction
	2 Challenges for Research on Flexible Query Answering Systems
		2.1 Coping with an Insufficient Effectiveness of Data Driven Models by Model Based Approaches to FQAS
		2.2 Coping with Big Data
		2.3 Emerging FQAS Topics
	3 Conclusions
	References
Model-Based Flexible Query Answering Approaches
Analogical Querying?
	1 Introduction
	2 Case-Based Querying
	3 Analogical Proportion-Based Answering
		3.1 Comparing Items
		3.2 Boolean and Nominal Analogical Proportions: A Background
		3.3 Analogical Querying
		3.4 Extension with Graded Analogical Proportions
	4 Related Work
	5 Concluding Remarks
	References
Flexible Querying Using Disjunctive Concepts
	1 Introduction
	2 Related Works
		2.1 Flexible Querying and FQBE
		2.2 Concept Modeling
		2.3 The CHOCOLATE Approach
	3 Proposed DCQ Method for Querying by Example Disjunctive Concepts
		3.1 Underlying Principles of DCQ
		3.2 Concept Definition Inference
		3.3 Querying with Disjunctive Fuzzy Concepts
	4 Proof-of-Concept of DCQ
		4.1 Selection of the Suggested Tuples
		4.2 Answers Retrieval
	5 Conclusion and Perspectives
	References
Analytical Queries on Vanilla RDF Graphs with a Guided Query Builder Approach
	1 Introduction
	2 The NF Design Pattern
	3 Guided Building of Analytical Queries on RDF Graphs
		3.1 Primitive Tables
		3.2 Expressions in Bindings and Filters
		3.3 Aggregations
		3.4 Combinatorics of Table Constructs
		3.5 Implementation
	4 Evaluation
		4.1 Evaluation on the QALD-6 Challenge
		4.2 Comparison with Writing SPARQL Queries in Yasgui
	5 Conclusion
	References
Realization of a Natural Logic in a Database System
	1 Introduction
	2 The Natural Logic NaturaLog
		2.1 Data Base Representation
		2.2 Graph Representation
		2.3 Predicate-Logical Construal of NaturaLog
		2.4 Inference in NaturaLog
		2.5 The Distinguished Class Inclusion Relation and Ontologies
		2.6 Inverse Relationships and Active-Passive Voice
		2.7 Compound Concepts
		2.8 Inference Rules and Deduction
		2.9 Deductive Querying of NaturaLog Knowledge Bases
	3 Realization of NaturaLog in Databases
		3.1 Encoding of Natural Logic in Database Relations
		3.2 Query Processing of a Sample Knowledge Base
	4 Concluding Remarks
	References
Generalized Weighted Repairs
	1 Motivation
	2 Related Work
	3 Preliminaries
	4 Repair Checking and Related Problems
	5 Main Tractability Theorem
		5.1 Monotone Under Priority
		5.2 k-Combinatorial
		5.3 Main Tractability Theorem
	6 On Full-Combinatorial Aggregation Functions
	7 Conclusion and Future Work
	References
Dealing with Data Veracity in Multiple Criteria Handling: An LSP-Based Sibling Approach
	1 Introduction
		1.1 Scope
		1.2 Related Work
		1.3 Approach
	2 Preliminaries
		2.1 Data Veracity
		2.2 LSP
	3 An Explainable Sibling LSP Framework
		3.1 Explainable Single Criterion Evaluation
		3.2 Explainable Sibling Aggregation
	4 Illustrative Examples
	5 Conclusions and Future Work
	References
On Controlling Skyline Query Results: What Does Soft Computing Bring?
	1 Introduction
	2 Background
		2.1 Skyline Queries
		2.2 Formal Concept Analysis with Fuzzy Attributes
	3 Skyline Refinement Based on Fuzzy FCA
	4 Fuzzy Dominance-Based Skyline Relaxation
	5 Discussion and Conclusion
	References
Management of Complex and Fuzzy Queries Using a Fuzzy SOLAP-Based Framework
	1 Introduction
	2 Background and Related Works
	3 Meteorological Database
		3.1 Tables in the Meteorological Database
	4 Fuzzy SOLAP-Based Framework
	5 Supported Query Types
		5.1 Fuzzy Non-Spatial Query
		5.2 Fuzzy Spatial Query
		5.3 Fuzzy Spatiotemporal Query
		5.4 Fuzzy Spatiotemporal Predictive Query
	6 Conclusion
	References
Data Quality Management: An Overview of Methods and Challenges
	1 Introduction
	2 Macro-level Data Quality Management
		2.1 Measurement Procedures
		2.2 Methods for Analysis
	3 Micro-level Data Quality Management
		3.1 Error Detection
		3.2 Error Repair
	4 Discussion
	5 Conclusion
	References
J-CO, A Framework for Fuzzy Querying Collections of JSON Documents (Demo)
	1 Introduction
	2 The J-CO Framework
	3 The Query Language: J-CO-QL
	4 Demo: Cross-Analyzing Weather Measurements
		4.1 Dataset
		4.2 Creating Fuzzy Operators
		4.3 J-CO-QL Cross-Analysis Process
	5 Conclusions
	References
Data-Driven Approaches
Detecting Environmental, Social and Governance (ESG) Topics Using Domain-Specific Language Models and Data Augmentation
	1 Introduction
	2 Related Work
		2.1 Bidirectional Transformer Models (BERT)
		2.2 Domain-Specific BERT Variants
		2.3 Responsible Investing and ESG Data
		2.4 Automatic Controversy Classification
	3 Methods
		3.1 Financial Corpus
		3.2 Pre-training
		3.3 ESG Dataset
		3.4 Data Augmentation
		3.5 Fine-Tuning
		3.6 Baseline Methods
	4 Results
		4.1 ESG Dataset Fine-Tuning
		4.2 Qualitative Analysis
		4.3 UN SDG Dataset Fine-Tuning
	5 Discussion and Future Work
	References
A Novel Approach for Supporting Italian Satire Detection Through Deep Learning
	1 Introduction
	2 Related Works
	3 Methodology
		3.1 Preprocessing
		3.2 Architecture
		3.3 Parameters
	4 Experiments
		4.1 Corpus
	5 Experiments
		5.1 Baseline Models
	6 Discussion
	7 Conclusion and Future Works
	References
DocTalk: Combining Dependency-Based Text Graphs and Deep Learning into a Practical Dialog Engine
	1 Introduction
	2 The Python-Based Document Processor
		2.1 Creating TextGraph
		2.2 Summarization and Keyword Extraction
	3 The Question Answering Dialog Engine
		3.1 Question Word Expansion
		3.2 Ranking Algorithm
		3.3 BERT Short Answer
	4 The Interactive Web Interface
	5 Empirical Evaluation
		5.1 Query-Specific Information Retrieval
		5.2 Question Answering
	6 Discussion
	7 Related Work
	8 Conclusion
	References
A Comparative Study of Word Embeddings for the Construction of a Social Media Expert Filter
	1 Introduction
	2 Related Work
	3 Expertise Filter Algorithm
	4 Word Embedding Comparison
	5 Conclusion and Future Work
	References
Aggregation for Flexible Challenge Response
	1 Introduction
	2 Search Reduced to a Data Model with Preference Aggregation
		2.1 eFLN – Extended Fagin-Lotem-Naor Approach
		2.2 Learning by Identifying user’s Preference Model
	3 ChRF – Challenge-Response Framework
		3.1 A Formal Model of Challenge-Response Framework
		3.2 ChRF as Reduction of Real World Situations to Model Situations
	4 Implicit Preference Relations in Recommendation
	5 Predictability of On-line Recommendation
	6 Object Detection from Visual Data
	7 Conclusions and Future Work
	References
The Impact of User Demographics and Task Types on Cross-App Mobile Search
	1 Introduction
	2 Related Work
	3 Methodology
		3.1 Data
		3.2 Experiments
	4 Results and Analysis
	5 Discussion and Implications
	6 Conclusions and Directions for Future Work
	References
Author Index

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