| LDR | | 05146cmm u2200577Ii 4500 |
| 001 | | 000000312516 |
| 003 | | OCoLC |
| 005 | | 20230525152428 |
| 006 | | m d |
| 007 | | cr cnu---unuuu |
| 008 | | 180824s2018 ne ob 000 0 eng d |
| 019 | |
▼a 1049802583
▼a 1049911061 |
| 020 | |
▼a 9781614998600
▼q (electronic bk.) |
| 020 | |
▼a 1614998604
▼q (electronic bk.) |
| 020 | |
▼z 9781614998594
▼q (paperback) |
| 020 | |
▼z 1614998590
▼q (paperback) |
| 035 | |
▼a 1876770
▼b (N$T) |
| 035 | |
▼a (OCoLC)1049711751
▼z (OCoLC)1049802583
▼z (OCoLC)1049911061 |
| 040 | |
▼a IOSPR
▼b eng
▼e rda
▼e pn
▼c IOSPR
▼d OCLCO
▼d N$T
▼d YDX
▼d N$T
▼d EBLCP
▼d MERUC
▼d OCLCF
▼d BNG
▼d 248032 |
| 049 | |
▼a MAIN |
| 050 | 4 |
▼a QA76.9.D343
▼b .T53 2018eb |
| 072 | 7 |
▼a COM
▼x 000000
▼2 bisacsh |
| 082 | 04 |
▼a 006.3/12
▼2 23 |
| 100 | 1 |
▼a Tiddi, Ilaria,
▼e author. |
| 245 | 10 |
▼a Explaining data patterns using knowledge from the web of data /
▼c Ilaria Tiddi. |
| 260 | |
▼a Amsterdam, Netherlands :
▼b IOS Press,
▼c [2018] |
| 300 | |
▼a 1 online resource. |
| 336 | |
▼a text
▼b txt
▼2 rdacontent |
| 337 | |
▼a computer
▼b c
▼2 rdamedia |
| 338 | |
▼a online resource
▼b cr
▼2 rdacarrier |
| 490 | 1 |
▼a Studies on the semantic web ;
▼v vol. 034 |
| 504 | |
▼a Includes bibliographical references. |
| 505 | 0 |
▼a Intro; Title Page; Contents; Introduction and State of the Art; Introduction; Problem Statement; Research Hypothesis; Research Questions; RQ1: Definition of an Explanation; RQ2: Detection of the Background Knowledge; RQ3: Generation of the Explanations; RQ4: Evaluation of the Explanations; Research Methodology; Approach and Contributions; Applicability; Dedalo at a Glance; Contributions of the Thesis; Structure of the Thesis; Structure; Publications; Datasets and Use-cases; State of the Art; A Cognitive Science Perspective on Explanations; Characterisations of Explanations |
| 505 | 8 |
▼a The Explanation OntologyResearch Context; The Knowledge Discovery Process; Graph Terminology and Fundamentals; Historical Overview of the Web of Data; Consuming Knowledge from the Web of Data; Resources; Methods; Towards Knowledge Discovery from the Web of Data; Managing Graphs; Mining Graphs; Mining the Web of Data; Summary and Discussion; Looking for Pattern Explanations in the Web of Data; Manually generating Explanations; Introduction; The Inductive Logic Programming Framework; General Setting; Generic Technique; A Practical Example; The ILP Approach to Generate Explanations; Experiments |
| 505 | 8 |
▼a Building the Training ExamplesBuilding the Background Knowledge; Inducing Hypotheses; Discussion; Conclusions and Limitations; Automatically generating Explanations; Introduction; Problem Formalisation; Assumptions; Formal Definitions; An Example; Automatic Discovery of Explanations; Challenges and Proposed Solutions; Description of the Process; Evaluation Measures; Final Algorithm; Experiments; Use-cases; Heuristics Comparison; Best Explanations; Time Evaluation; Conclusions and Limitations; Aggregating Explanations using Neural Networks; Introduction; Motivation and Challenges |
| 505 | 8 |
▼a Improving Atomic RulesRule Interestingness Measures; Neural Networks to Predict Combinations; Proposed Approach; A Neural Network Model to Predict Aggregations; Integrating the Model in Dedalo; Experiments; Comparing Strategies for Rule Aggregation; Results and Discussion; Conclusions and Limitations; Contextualising Explanations with the Web of Data; Introduction; Problem Statement; Learning Path Evaluation Functions through Genetic Programming; Genetic Programming Foundations; Preparatory Steps; Step-by-Step Run; Experiments; Experimental Setting; Results; Conclusion and Limitations |
| 505 | 8 |
▼a Evaluation and ConclusionEvaluating Dedalo with Google Trends; Introduction; First Empirical Study; Data Preparation; Evaluation Interface; Evaluation Measurements; Participant Details; User Agreement; Results, Discussion and Error Analysis; Second Empirical Study; Data Preparation; Evaluation Interface; Evaluation Measurements; User Agreement; Results, Discussion and Error Analysis; Final Discussion and Conclusions; Discussion and Conclusions; Introduction; Summary, Answers and Contributions; Definition of an Explanation; Detection of the Background Knowledge; Generation of the Explanations |
| 588 | |
▼a Description based on online record; title from digital title page (viewed on October 29, 2018). |
| 590 | |
▼a Master record variable field(s) change: 050 |
| 650 | 0 |
▼a Data mining. |
| 650 | 7 |
▼a COMPUTERS / General.
▼2 bisacsh |
| 650 | 7 |
▼a Data mining.
▼2 fast
▼0 (OCoLC)fst00887946 |
| 655 | 4 |
▼a Electronic books. |
| 710 | 2 |
▼a IOS Press. |
| 776 | 08 |
▼i Print version:
▼a Ilaria, Tiddi.
▼t Explaining data patterns using knowledge from the web of data.
▼d Amsterdam, Netherlands : IOS Press, [2018]
▼z 9781614998594
▼w (OCoLC) 1045491790 |
| 830 | 0 |
▼a Studies on the Semantic Web ;
▼v vol. 034. |
| 856 | 40 |
▼3 EBSCOhost
▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1876770 |
| 938 | |
▼a EBL - Ebook Library
▼b EBLB
▼n EBL5496108 |
| 938 | |
▼a EBSCOhost
▼b EBSC
▼n 1876770 |
| 938 | |
▼a YBP Library Services
▼b YANK
▼n 15665835 |
| 990 | |
▼a 관리자 |
| 994 | |
▼a 92
▼b N$T |