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Natural Language Processing and Information Systems [[electronic resource] ] : 25th International Conference on Applications of Natural Language to Information Systems, NLDB 2020, Saarbrücken, Germany, June 24–26, 2020, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Helmut Horacek, Philipp Cimiano
| Natural Language Processing and Information Systems [[electronic resource] ] : 25th International Conference on Applications of Natural Language to Information Systems, NLDB 2020, Saarbrücken, Germany, June 24–26, 2020, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Helmut Horacek, Philipp Cimiano |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xiii, 286 pages) : illustrations |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Computers Application software Natural Language Processing (NLP) Information Systems and Communication Service Computer Applications Computing Milieux Theory of Computation |
| ISBN | 3-030-51310-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Semantic Analysis -- Question Answering and Answer Generation -- Classification -- Sentiment Analysis -- Personality, Affect and Emotion -- Retrieval, Conversational Agents and Multimodal Analysis. |
| Record Nr. | UNINA-9910410053703321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Natural Language Processing and Information Systems [[electronic resource] ] : 25th International Conference on Applications of Natural Language to Information Systems, NLDB 2020, Saarbrücken, Germany, June 24–26, 2020, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Helmut Horacek, Philipp Cimiano
| Natural Language Processing and Information Systems [[electronic resource] ] : 25th International Conference on Applications of Natural Language to Information Systems, NLDB 2020, Saarbrücken, Germany, June 24–26, 2020, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Helmut Horacek, Philipp Cimiano |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (xiii, 286 pages) : illustrations |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Computers Application software Natural Language Processing (NLP) Information Systems and Communication Service Computer Applications Computing Milieux Theory of Computation |
| ISBN | 3-030-51310-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Semantic Analysis -- Question Answering and Answer Generation -- Classification -- Sentiment Analysis -- Personality, Affect and Emotion -- Retrieval, Conversational Agents and Multimodal Analysis. |
| Record Nr. | UNISA-996418314403316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Natural Language Processing and Information Systems [[electronic resource] ] : 24th International Conference on Applications of Natural Language to Information Systems, NLDB 2019, Salford, UK, June 26–28, 2019, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Sunil Vadera, Vijayan Sugumaran, Mohamad Saraee
| Natural Language Processing and Information Systems [[electronic resource] ] : 24th International Conference on Applications of Natural Language to Information Systems, NLDB 2019, Salford, UK, June 26–28, 2019, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Sunil Vadera, Vijayan Sugumaran, Mohamad Saraee |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XII, 418 p. 134 illus., 76 illus. in color.) |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Database management Data mining Computers Application software Natural Language Processing (NLP) Database Management Data Mining and Knowledge Discovery Theory of Computation Information Systems Applications (incl. Internet) Computer Applications |
| ISBN | 3-030-23281-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Argumentation mining and applications -- Deep learning, Neural languages and NLP -- Social media and web analytics -- Question answering -- Corpus analysis -- Semantic web, open linked data, and ontologies -- Natural language in conceptual modeling -- Natural language and ubiquitous computing -- Big data and business intelligence. |
| Record Nr. | UNISA-996466321303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Natural Language Processing and Information Systems [[electronic resource] ] : 24th International Conference on Applications of Natural Language to Information Systems, NLDB 2019, Salford, UK, June 26–28, 2019, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Sunil Vadera, Vijayan Sugumaran, Mohamad Saraee
| Natural Language Processing and Information Systems [[electronic resource] ] : 24th International Conference on Applications of Natural Language to Information Systems, NLDB 2019, Salford, UK, June 26–28, 2019, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Sunil Vadera, Vijayan Sugumaran, Mohamad Saraee |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XII, 418 p. 134 illus., 76 illus. in color.) |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Database management Data mining Computers Application software Natural Language Processing (NLP) Database Management Data Mining and Knowledge Discovery Theory of Computation Information Systems Applications (incl. Internet) Computer Applications |
| ISBN | 3-030-23281-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Argumentation mining and applications -- Deep learning, Neural languages and NLP -- Social media and web analytics -- Question answering -- Corpus analysis -- Semantic web, open linked data, and ontologies -- Natural language in conceptual modeling -- Natural language and ubiquitous computing -- Big data and business intelligence. |
| Record Nr. | UNINA-9910337839403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Natural Language Processing and Information Systems [[electronic resource] ] : 23rd International Conference on Applications of Natural Language to Information Systems, NLDB 2018, Paris, France, June 13-15, 2018, Proceedings / / edited by Max Silberztein, Faten Atigui, Elena Kornyshova, Elisabeth Métais, Farid Meziane
| Natural Language Processing and Information Systems [[electronic resource] ] : 23rd International Conference on Applications of Natural Language to Information Systems, NLDB 2018, Paris, France, June 13-15, 2018, Proceedings / / edited by Max Silberztein, Faten Atigui, Elena Kornyshova, Elisabeth Métais, Farid Meziane |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XV, 517 p. 117 illus.) |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Artificial intelligence Application software Information storage and retrieval Data mining Natural Language Processing (NLP) Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Data Mining and Knowledge Discovery |
| ISBN | 3-319-91947-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Opinion Mining and Sentiment Analysis in Social Media -- Semantics-Based Models and Applications -- Neural Networks Based Approaches -- Ontology Engineering,- NLP -- Text similarities and Plagiarism Detection -- Text classification -- Information Mining -- Recommendation systems -- Translation and Foreign Language Querying -- Software Requirement and Checking. |
| Record Nr. | UNINA-9910349428203321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Natural Language Processing and Information Systems [[electronic resource] ] : 23rd International Conference on Applications of Natural Language to Information Systems, NLDB 2018, Paris, France, June 13-15, 2018, Proceedings / / edited by Max Silberztein, Faten Atigui, Elena Kornyshova, Elisabeth Métais, Farid Meziane
| Natural Language Processing and Information Systems [[electronic resource] ] : 23rd International Conference on Applications of Natural Language to Information Systems, NLDB 2018, Paris, France, June 13-15, 2018, Proceedings / / edited by Max Silberztein, Faten Atigui, Elena Kornyshova, Elisabeth Métais, Farid Meziane |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XV, 517 p. 117 illus.) |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Artificial intelligence Application software Information storage and retrieval Data mining Natural Language Processing (NLP) Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Data Mining and Knowledge Discovery |
| ISBN | 3-319-91947-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Opinion Mining and Sentiment Analysis in Social Media -- Semantics-Based Models and Applications -- Neural Networks Based Approaches -- Ontology Engineering,- NLP -- Text similarities and Plagiarism Detection -- Text classification -- Information Mining -- Recommendation systems -- Translation and Foreign Language Querying -- Software Requirement and Checking. |
| Record Nr. | UNISA-996465823803316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Natural Language Processing and Information Systems [[electronic resource] ] : 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017, Proceedings / / edited by Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais
| Natural Language Processing and Information Systems [[electronic resource] ] : 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017, Proceedings / / edited by Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XXII, 500 p. 91 illus.) |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Artificial intelligence Application software Mathematical logic Natural Language Processing (NLP) Artificial Intelligence Computer Appl. in Social and Behavioral Sciences Information Systems Applications (incl. Internet) Mathematical Logic and Formal Languages |
| ISBN | 3-319-59569-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Invited Papers -- Linguistic Musicology -- Using Machine Reading to Aid Cancer Understanding and Treatment -- Contents -- Feature Engineering -- Fine-Grained Opinion Mining from Mobile App Reviews with Word Embedding Features -- 1 Introduction -- 2 Related Work -- 3 Baseline Model -- 4 Word Embedding Model -- 4.1 Synonym Expansion -- 4.2 Clustering -- 5 Experiments and Results -- 5.1 Data -- 5.2 Experimental Setup -- 5.3 Evaluation Results -- 6 Conclusion -- References -- Feature Selection Using Multi-objective Optimization for Aspect Based Sentiment Analysis -- 1 Introduction -- 2 Method -- 2.1 Brief Overview of MOO -- 2.2 Non-dominated Sorting Genetic Algorithm-II (NSGA-II) -- 2.3 Problem Formulation -- 2.4 Problem Encoding -- 2.5 Fitness Computation -- 2.6 Features -- 3 Experiments and Analysis -- 3.1 Datasets -- 3.2 Results and Analysis -- 3.3 Comparisons -- 3.4 Feature Selection: Analysis -- 4 Error Analysis -- 4.1 OTE -- 4.2 Sentiment Classification -- 5 Conclusion -- References -- Feature Selection and Class-Weight Tuning Using Genetic Algorithm for Bio-molecular Event Extraction -- 1 Introduction -- 2 Major Steps for Event Extraction -- 2.1 Event Trigger Extraction -- 2.2 Argument Extraction by Edge Detection -- 3 Features -- 4 Experimental Results and Analysis -- 4.1 Comparison with Existing Systems -- 5 Conclusion -- References -- Automated Lexicon and Feature Construction Using Word Embedding and Clustering for Classification of ASD Diagnoses Using EHR -- Abstract -- 1 Introduction -- 2 Manual and Automated Creation of Lexicons as Features -- 3 ASD Case Status Classification -- 4 Conclusion -- Acknowledgements -- References -- Multi-objective Optimisation-Based Feature Selection for Multi-label Classification -- 1 Introduction -- 2 Multiobjective Feature Subset Selection -- 3 Experimental Setup.
4 Results -- 5 Conclusion -- References -- Information Extraction -- WikiTrends: Unstructured Wikipedia-Based Text Analytics Framework -- 1 Introduction -- 2 Related Work -- 3 The WikiTrends Framework -- 3.1 WikiTrends Parser -- 3.2 WikiTrends Extractors -- 3.3 WikiTrends Analysis Layer -- 4 Evaluation -- 4.1 Test Set -- 4.2 Gender Extractor Evaluation -- 4.3 Location Extractor Evaluation -- 4.4 Time Extractor Evaluation -- 5 Conclusion and Future Work -- References -- An Improved PLDA Model for Short Text -- 1 Introduction -- 2 Related Works -- 3 Model and Algorithms -- 3.1 Notation -- 3.2 ST-PLDA Model -- 3.3 Model Inference -- 3.4 Classification -- 4 Experiment Analysis -- 4.1 Data Sets -- 4.2 Classification Performance -- 4.3 Evaluation of Topics -- 4.4 Sensitivity Analysis -- 5 Conclusions -- References -- Mining Incoherent Requirements in Technical Specifications -- 1 Motivations and Objectives -- 2 Construction of a Corpus of Incoherent Requirements -- 2.1 Corpus Compilation Method -- 2.2 Extraction of Incoherent Requirements -- 3 Annotating Incoherence in Requirements -- 4 A Preliminary Categorization of Incoherence in Requirements -- 4.1 Partial or Total Incompatibilities Between Expressions -- 4.2 Incompatible Events -- 4.3 Contextual Incompatibilities -- 4.4 Terminological Variations and Other Discrepancies -- 4.5 Category Synthesis -- 5 Analysis of Errors in the Incoherence Analysis -- 6 Conclusion and Perspectives -- References -- Enriching Argumentative Texts with Implicit Knowledge -- 1 Introduction -- 2 Related Work -- 3 Annotating Implicit Knowledge in Arguments -- 3.1 The Microtext Corpus -- 3.2 Task I: Revealing Implicit Knowledge in Argumentative Texts -- 3.3 Task IIa: Situation Entity Types Annotations -- 3.4 Task IIb: Concept Net Relations Annotations -- 3.5 Task III: Retrieving Similar Sentences from a Wikipedia Corpus. 4 Analysis of the Annotations -- 4.1 Task I: Data Statistics and Evolution of Annotator Agreement -- 4.2 Task IIa: Analysis of Situation Entity Types Annotations -- 4.3 Task IIb: Analysis of ConceptNet Relation Type Annotations -- 4.4 Task III: Aligning Knowledge Annotations with Wikipedia -- 5 Conclusion -- References -- Technical Aspect Extraction from Customer Reviews Based on Seeded Word Clustering -- 1 Introduction -- 2 Related Work -- 3 Computing Word Technicality -- 4 Word Clustering -- 4.1 Constructing the Technical Semantic Space -- 4.2 Seeded Word Clustering -- 5 Evaluation -- 5.1 Technical Scores -- 5.2 Technical Clusters -- 5.3 Information Extraction -- 6 Conclusion and Future Work -- References -- Event Detection for Heterogeneous News Streams -- 1 Introduction -- 2 Related Work -- 3 EDNC: Event Detection and News Clustering -- 3.1 Event Detection -- 3.2 Estimating the Temporal Windows of Events -- 3.3 Event-Based Clustering of News -- 4 Characteristics of EDNC -- 5 Experimental Results -- 5.1 Dataset -- 5.2 Event Detection Evaluation -- 5.3 News Clustering -- 6 Conclusions and Future Work -- References -- Twitter User Profiling Model Based on Temporal Analysis of Hashtags and Social Interactions -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Proposed Model -- 3.1 Social and Temporal Profiles' Construction -- 3.1.1 Interactive and Temporal User Profiles' Construction -- 3.1.2 Thematic and Temporal User Profiles' Construction -- 3.2 Users' Clustering Based on Social and Temporal Profiles -- 4 Experimental Illustration -- 4.1 Illustration of Clustering Based on Social Interactions -- 4.2 Illustration of Clusters Based on Thematic Profiles -- 4.3 Formal Concept Analysis of Temporal Thematic Profiles -- 5 Conclusion and Future Work -- References -- Extracting Causal Relations Among Complex Events in Natural Science Literature. 1 Introduction -- 2 Data Set -- 3 Task -- 4 Experiments -- 5 Results -- 6 Conclusion -- References -- Supporting Experts to Handle Tweet Collections About Significant Events -- 1 Introduction -- 2 System Architecture -- 3 Experiments and Evaluation -- 4 Conclusion -- References -- Named Entity Classification Based on Profiles: A Domain Independent Approach -- 1 Introduction -- 2 Method: Named Entity Classification Through Profiles -- 3 Evaluation -- 4 Conclusions and Future Work -- References -- Information Extraction from Resource-Scarce Languages -- Does the Strength of Sentiment Matter? A Regression Based Approach on Turkish Social Media -- 1 Introduction -- 2 Related Work -- 3 Data Collection and Preprocessing -- 4 Features Extracted from Tweets -- 4.1 Lexical Features -- 4.2 Emoticons -- 4.3 Features Based on Sentiment Scores -- 4.4 Word Embedding -- 5 Experiments and Results -- 6 Conclusion -- References -- AL-TERp: Extended Metric for Machine Translation Evaluation of Arabic -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 TER and TER-plus -- 2.2 METEOR and AL-BLEU -- 3 AL-TERp -- 3.1 Normalization -- 3.2 Arabic WordNet -- 3.3 Stemming -- 3.4 Paraphrase Database -- 3.5 Edit Costs Optimization -- 4 Experiments and Results -- 4.1 Data and Performance Criteria -- 4.2 Results -- 4.3 Discussion -- 5 Conclusions -- Acknowledgments -- References -- A Morphological Approach for Measuring Pair-Wise Semantic Similarity of Sanskrit Sentences -- 1 Introduction -- 2 Proposed Methodology -- 2.1 Implementation -- 3 Experimental Results -- 4 Conclusion and Future Work -- References -- Word-Level Identification of Romanized Tunisian Dialect -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Tunisian Dialect Identification -- 3.1 TD Identification Using N-Gram Based Cumulative Frequency Addition -- 3.2 TD Identification Using Support Vector Machines. 4 Experiments and Results -- 5 Conclusion -- References -- Named Entity Recognition in Turkish: Approaches and Issues -- 1 Introduction -- 2 Named Entities in Turkish -- 3 A Review of Named Entity Recognition Studies -- 4 Outstanding Issues -- 5 Conclusion -- References -- Natural Language Processing Applications -- Simplified Text-to-Pictograph Translation for People with Intellectual Disabilities -- 1 Introduction -- 2 Status Quaestionis -- 3 Objectives -- 4 System Description -- 4.1 Pre-processing -- 4.2 Applying Alpino -- 4.3 Syntactic Simplification -- 5 Evaluation -- 6 Conclusion -- References -- What You Use, Not What You Do: Automatic Classification of Recipes -- 1 Introduction -- 2 Related Work -- 3 Feature Sets for Recipe Classification -- 4 Results -- 4.1 Experimental Setup -- 4.2 Classification Results -- 4.3 Visualization -- 4.4 Feature Analysis -- 4.5 Error Analysis -- 5 Discussion, Conclusion and Future Work -- References -- Constructing Technical Knowledge Organizations from Document Structures -- 1 Introduction -- 2 Formalized Document Components -- 3 Constraint-Based Construction of Technical Knowledge Organizations -- 3.1 Extracting Partial Hierarchies from Document Structures -- 3.2 Unification of Concept Candidates -- 3.3 Constraint-Based Hierarchy Construction -- 4 Application and Implementation Remarks -- 5 Conclusion -- References -- Applications of Natural Language Techniques in Solving SmartHome Use-Cases -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Conclusion -- References -- A Method for Querying Touristic Information Extracted from the Web -- 1 Introduction -- 2 Proposed Method -- 3 Discussion and Conclusion -- References -- Towards Generating Object-Oriented Programs Automatically from Natural Language Texts for Solving Mathematical Word Problems -- 1 Introduction -- 2 Related Work -- 3 System Description. 4 Dataset, Results and Discussions. |
| Record Nr. | UNINA-9910484198803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Natural Language Processing and Information Systems [[electronic resource] ] : 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017, Proceedings / / edited by Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais
| Natural Language Processing and Information Systems [[electronic resource] ] : 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017, Proceedings / / edited by Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XXII, 500 p. 91 illus.) |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Artificial intelligence Application software Mathematical logic Natural Language Processing (NLP) Artificial Intelligence Computer Appl. in Social and Behavioral Sciences Information Systems Applications (incl. Internet) Mathematical Logic and Formal Languages |
| ISBN | 3-319-59569-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Invited Papers -- Linguistic Musicology -- Using Machine Reading to Aid Cancer Understanding and Treatment -- Contents -- Feature Engineering -- Fine-Grained Opinion Mining from Mobile App Reviews with Word Embedding Features -- 1 Introduction -- 2 Related Work -- 3 Baseline Model -- 4 Word Embedding Model -- 4.1 Synonym Expansion -- 4.2 Clustering -- 5 Experiments and Results -- 5.1 Data -- 5.2 Experimental Setup -- 5.3 Evaluation Results -- 6 Conclusion -- References -- Feature Selection Using Multi-objective Optimization for Aspect Based Sentiment Analysis -- 1 Introduction -- 2 Method -- 2.1 Brief Overview of MOO -- 2.2 Non-dominated Sorting Genetic Algorithm-II (NSGA-II) -- 2.3 Problem Formulation -- 2.4 Problem Encoding -- 2.5 Fitness Computation -- 2.6 Features -- 3 Experiments and Analysis -- 3.1 Datasets -- 3.2 Results and Analysis -- 3.3 Comparisons -- 3.4 Feature Selection: Analysis -- 4 Error Analysis -- 4.1 OTE -- 4.2 Sentiment Classification -- 5 Conclusion -- References -- Feature Selection and Class-Weight Tuning Using Genetic Algorithm for Bio-molecular Event Extraction -- 1 Introduction -- 2 Major Steps for Event Extraction -- 2.1 Event Trigger Extraction -- 2.2 Argument Extraction by Edge Detection -- 3 Features -- 4 Experimental Results and Analysis -- 4.1 Comparison with Existing Systems -- 5 Conclusion -- References -- Automated Lexicon and Feature Construction Using Word Embedding and Clustering for Classification of ASD Diagnoses Using EHR -- Abstract -- 1 Introduction -- 2 Manual and Automated Creation of Lexicons as Features -- 3 ASD Case Status Classification -- 4 Conclusion -- Acknowledgements -- References -- Multi-objective Optimisation-Based Feature Selection for Multi-label Classification -- 1 Introduction -- 2 Multiobjective Feature Subset Selection -- 3 Experimental Setup.
4 Results -- 5 Conclusion -- References -- Information Extraction -- WikiTrends: Unstructured Wikipedia-Based Text Analytics Framework -- 1 Introduction -- 2 Related Work -- 3 The WikiTrends Framework -- 3.1 WikiTrends Parser -- 3.2 WikiTrends Extractors -- 3.3 WikiTrends Analysis Layer -- 4 Evaluation -- 4.1 Test Set -- 4.2 Gender Extractor Evaluation -- 4.3 Location Extractor Evaluation -- 4.4 Time Extractor Evaluation -- 5 Conclusion and Future Work -- References -- An Improved PLDA Model for Short Text -- 1 Introduction -- 2 Related Works -- 3 Model and Algorithms -- 3.1 Notation -- 3.2 ST-PLDA Model -- 3.3 Model Inference -- 3.4 Classification -- 4 Experiment Analysis -- 4.1 Data Sets -- 4.2 Classification Performance -- 4.3 Evaluation of Topics -- 4.4 Sensitivity Analysis -- 5 Conclusions -- References -- Mining Incoherent Requirements in Technical Specifications -- 1 Motivations and Objectives -- 2 Construction of a Corpus of Incoherent Requirements -- 2.1 Corpus Compilation Method -- 2.2 Extraction of Incoherent Requirements -- 3 Annotating Incoherence in Requirements -- 4 A Preliminary Categorization of Incoherence in Requirements -- 4.1 Partial or Total Incompatibilities Between Expressions -- 4.2 Incompatible Events -- 4.3 Contextual Incompatibilities -- 4.4 Terminological Variations and Other Discrepancies -- 4.5 Category Synthesis -- 5 Analysis of Errors in the Incoherence Analysis -- 6 Conclusion and Perspectives -- References -- Enriching Argumentative Texts with Implicit Knowledge -- 1 Introduction -- 2 Related Work -- 3 Annotating Implicit Knowledge in Arguments -- 3.1 The Microtext Corpus -- 3.2 Task I: Revealing Implicit Knowledge in Argumentative Texts -- 3.3 Task IIa: Situation Entity Types Annotations -- 3.4 Task IIb: Concept Net Relations Annotations -- 3.5 Task III: Retrieving Similar Sentences from a Wikipedia Corpus. 4 Analysis of the Annotations -- 4.1 Task I: Data Statistics and Evolution of Annotator Agreement -- 4.2 Task IIa: Analysis of Situation Entity Types Annotations -- 4.3 Task IIb: Analysis of ConceptNet Relation Type Annotations -- 4.4 Task III: Aligning Knowledge Annotations with Wikipedia -- 5 Conclusion -- References -- Technical Aspect Extraction from Customer Reviews Based on Seeded Word Clustering -- 1 Introduction -- 2 Related Work -- 3 Computing Word Technicality -- 4 Word Clustering -- 4.1 Constructing the Technical Semantic Space -- 4.2 Seeded Word Clustering -- 5 Evaluation -- 5.1 Technical Scores -- 5.2 Technical Clusters -- 5.3 Information Extraction -- 6 Conclusion and Future Work -- References -- Event Detection for Heterogeneous News Streams -- 1 Introduction -- 2 Related Work -- 3 EDNC: Event Detection and News Clustering -- 3.1 Event Detection -- 3.2 Estimating the Temporal Windows of Events -- 3.3 Event-Based Clustering of News -- 4 Characteristics of EDNC -- 5 Experimental Results -- 5.1 Dataset -- 5.2 Event Detection Evaluation -- 5.3 News Clustering -- 6 Conclusions and Future Work -- References -- Twitter User Profiling Model Based on Temporal Analysis of Hashtags and Social Interactions -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Proposed Model -- 3.1 Social and Temporal Profiles' Construction -- 3.1.1 Interactive and Temporal User Profiles' Construction -- 3.1.2 Thematic and Temporal User Profiles' Construction -- 3.2 Users' Clustering Based on Social and Temporal Profiles -- 4 Experimental Illustration -- 4.1 Illustration of Clustering Based on Social Interactions -- 4.2 Illustration of Clusters Based on Thematic Profiles -- 4.3 Formal Concept Analysis of Temporal Thematic Profiles -- 5 Conclusion and Future Work -- References -- Extracting Causal Relations Among Complex Events in Natural Science Literature. 1 Introduction -- 2 Data Set -- 3 Task -- 4 Experiments -- 5 Results -- 6 Conclusion -- References -- Supporting Experts to Handle Tweet Collections About Significant Events -- 1 Introduction -- 2 System Architecture -- 3 Experiments and Evaluation -- 4 Conclusion -- References -- Named Entity Classification Based on Profiles: A Domain Independent Approach -- 1 Introduction -- 2 Method: Named Entity Classification Through Profiles -- 3 Evaluation -- 4 Conclusions and Future Work -- References -- Information Extraction from Resource-Scarce Languages -- Does the Strength of Sentiment Matter? A Regression Based Approach on Turkish Social Media -- 1 Introduction -- 2 Related Work -- 3 Data Collection and Preprocessing -- 4 Features Extracted from Tweets -- 4.1 Lexical Features -- 4.2 Emoticons -- 4.3 Features Based on Sentiment Scores -- 4.4 Word Embedding -- 5 Experiments and Results -- 6 Conclusion -- References -- AL-TERp: Extended Metric for Machine Translation Evaluation of Arabic -- Abstract -- 1 Introduction -- 2 Related Work -- 2.1 TER and TER-plus -- 2.2 METEOR and AL-BLEU -- 3 AL-TERp -- 3.1 Normalization -- 3.2 Arabic WordNet -- 3.3 Stemming -- 3.4 Paraphrase Database -- 3.5 Edit Costs Optimization -- 4 Experiments and Results -- 4.1 Data and Performance Criteria -- 4.2 Results -- 4.3 Discussion -- 5 Conclusions -- Acknowledgments -- References -- A Morphological Approach for Measuring Pair-Wise Semantic Similarity of Sanskrit Sentences -- 1 Introduction -- 2 Proposed Methodology -- 2.1 Implementation -- 3 Experimental Results -- 4 Conclusion and Future Work -- References -- Word-Level Identification of Romanized Tunisian Dialect -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Tunisian Dialect Identification -- 3.1 TD Identification Using N-Gram Based Cumulative Frequency Addition -- 3.2 TD Identification Using Support Vector Machines. 4 Experiments and Results -- 5 Conclusion -- References -- Named Entity Recognition in Turkish: Approaches and Issues -- 1 Introduction -- 2 Named Entities in Turkish -- 3 A Review of Named Entity Recognition Studies -- 4 Outstanding Issues -- 5 Conclusion -- References -- Natural Language Processing Applications -- Simplified Text-to-Pictograph Translation for People with Intellectual Disabilities -- 1 Introduction -- 2 Status Quaestionis -- 3 Objectives -- 4 System Description -- 4.1 Pre-processing -- 4.2 Applying Alpino -- 4.3 Syntactic Simplification -- 5 Evaluation -- 6 Conclusion -- References -- What You Use, Not What You Do: Automatic Classification of Recipes -- 1 Introduction -- 2 Related Work -- 3 Feature Sets for Recipe Classification -- 4 Results -- 4.1 Experimental Setup -- 4.2 Classification Results -- 4.3 Visualization -- 4.4 Feature Analysis -- 4.5 Error Analysis -- 5 Discussion, Conclusion and Future Work -- References -- Constructing Technical Knowledge Organizations from Document Structures -- 1 Introduction -- 2 Formalized Document Components -- 3 Constraint-Based Construction of Technical Knowledge Organizations -- 3.1 Extracting Partial Hierarchies from Document Structures -- 3.2 Unification of Concept Candidates -- 3.3 Constraint-Based Hierarchy Construction -- 4 Application and Implementation Remarks -- 5 Conclusion -- References -- Applications of Natural Language Techniques in Solving SmartHome Use-Cases -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Conclusion -- References -- A Method for Querying Touristic Information Extracted from the Web -- 1 Introduction -- 2 Proposed Method -- 3 Discussion and Conclusion -- References -- Towards Generating Object-Oriented Programs Automatically from Natural Language Texts for Solving Mathematical Word Problems -- 1 Introduction -- 2 Related Work -- 3 System Description. 4 Dataset, Results and Discussions. |
| Record Nr. | UNISA-996466182803316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Natural Language Processing and Information Systems [[electronic resource] ] : 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, Salford, UK, June 22-24, 2016, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Mohamad Saraee, Vijayan Sugumaran, Sunil Vadera
| Natural Language Processing and Information Systems [[electronic resource] ] : 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, Salford, UK, June 22-24, 2016, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Mohamad Saraee, Vijayan Sugumaran, Sunil Vadera |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XV, 488 p. 100 illus.) |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Artificial intelligence Information storage and retrieval Data mining Mathematical logic Natural Language Processing (NLP) Artificial Intelligence Information Storage and Retrieval Data Mining and Knowledge Discovery Mathematical Logic and Formal Languages |
| ISBN | 3-319-41754-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A Methodology for Biomedical Ontology Reuse -- Tamil Morphological Analyzer Using Support Vector Machines -- The Role of Community Acceptance in Assessing Ontology Quality -- How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement -- An Information Gain-Driven Feature Study for Aspect-Based Sentiment Analysis -- ESSOT: An Expert Supporting System for Ontology Translation -- Adapting Semantic Spreading Activation to Entity Linking in Text -- Evaluating Multiple Summaries without Human Models: A First Experiment with a Trivergent Model -- PatEx: Pattern Oriented RDF Graphs Exploration -- Multilingual Protest Event Data Collection with GATE -- A Multi-lingual Approach to Improve Passage Retrieval for Automatic Question Answering -- Information Extraction on Weather Forecasts with Semantic Technologies -- Keyword Identification Using Text Graphlet Patterns -- Disentangling the Structure of Tables in Scientific Literature -- Extracting and Representing Higher Order Predicate Relations between Concepts -- Towards Evaluating the Impact of Anaphora Resolution on Text Summarization from a Human Perspective -- An LDA-based Approach to Scientific Paper Recommendation -- Topic Shifts in Stack Overflow: Ask it Like Socrates -- Semantic-Syntactic Word Valence Vectors for Building a Taxonomy -- Generating Tailored Classification Schemas for German Patents -- A Platform Based ANLP Tools for the Construction of An Arabic Historical Dictionary -- Extracting Knowledge Using Wikipedia Semi-Structured Resources -- Mixing Crowdsourcing and Graph Propagation to Build a Sentiment Lexicon: Feelings Are Contagious -- Comparing Two Strategies for Query Expansion in a News Monitoring System -- An Active Ingredients Entity Recognizer System Based on Profiles -- Improving the Sentiment Analysis Process of Spanish Tweets with BM25 -- Validating Learning Outcomes of An E-Learning System Using NLP -- Aspects from Appraisals!! A Label Propagation with Prior Induction Approach -- Mining Hidden Knowledge from the Counterterrorism Dataset Using Graph-Based Approach -- An Empirical Assessment of Citation Information in Scientific Summarization -- PIRAT: A Personalized Information Retrieval System in Arabic Texts Based on a Hybrid Representation of a User Profile -- YATS: Yet Another Text Simplifier -- Are Deep Learning Approaches Suitable for Natural Language Processing -- An Approach to Analyse A Hashtag-Based Topic Thread in Twitter -- Identification of Occupation Mentions in Clinical Narratives -- Multi-Objective Word Sense Induction Using Content and Interlink Connections -- Re-expressing Business Processes Information from Corporate Documents into Controlled Language -- Using Semantic Frames for Automatic Annotation of Regulatory Texts -- Automatic Evaluation of a Summary's Linguistic Quality -- Extracting Formal Models from Normative Texts -- Sentiment Analysis in Arabic -- Automatic Creation of Ontology Using a Lexical Database: An Application for the Energy Sector -- Computer-generated Text Detection Using Machine Learning: A Systematic Review -- Sentiment Analysis for German Facebook Pages -- An Information Retrieval Based Approach for Multilingual Ontology Matching -- Automatic Text Summarization with a Reduced Vocabulary Using Continuous Space Vectors -- A Platform for the Conceptualization of Arabic Texts Dedicated to the Design of the UML Class Diagram -- Reversing the Polarity with Emoticons -- Spatial-Temporal Representation and Reasoning About Objects and Regions -- Bias Based Navigation for News Articles and Media -- Learning to Rank Entity Relatedness through Embedding-Based Features -- Arabic Quranic Search Tool Based On Ontology. . |
| Record Nr. | UNINA-9910483501303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Natural Language Processing and Information Systems [[electronic resource] ] : 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, Salford, UK, June 22-24, 2016, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Mohamad Saraee, Vijayan Sugumaran, Sunil Vadera
| Natural Language Processing and Information Systems [[electronic resource] ] : 21st International Conference on Applications of Natural Language to Information Systems, NLDB 2016, Salford, UK, June 22-24, 2016, Proceedings / / edited by Elisabeth Métais, Farid Meziane, Mohamad Saraee, Vijayan Sugumaran, Sunil Vadera |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XV, 488 p. 100 illus.) |
| Disciplina | 006.35 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Natural language processing (Computer science)
Artificial intelligence Information storage and retrieval Data mining Mathematical logic Natural Language Processing (NLP) Artificial Intelligence Information Storage and Retrieval Data Mining and Knowledge Discovery Mathematical Logic and Formal Languages |
| ISBN | 3-319-41754-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A Methodology for Biomedical Ontology Reuse -- Tamil Morphological Analyzer Using Support Vector Machines -- The Role of Community Acceptance in Assessing Ontology Quality -- How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement -- An Information Gain-Driven Feature Study for Aspect-Based Sentiment Analysis -- ESSOT: An Expert Supporting System for Ontology Translation -- Adapting Semantic Spreading Activation to Entity Linking in Text -- Evaluating Multiple Summaries without Human Models: A First Experiment with a Trivergent Model -- PatEx: Pattern Oriented RDF Graphs Exploration -- Multilingual Protest Event Data Collection with GATE -- A Multi-lingual Approach to Improve Passage Retrieval for Automatic Question Answering -- Information Extraction on Weather Forecasts with Semantic Technologies -- Keyword Identification Using Text Graphlet Patterns -- Disentangling the Structure of Tables in Scientific Literature -- Extracting and Representing Higher Order Predicate Relations between Concepts -- Towards Evaluating the Impact of Anaphora Resolution on Text Summarization from a Human Perspective -- An LDA-based Approach to Scientific Paper Recommendation -- Topic Shifts in Stack Overflow: Ask it Like Socrates -- Semantic-Syntactic Word Valence Vectors for Building a Taxonomy -- Generating Tailored Classification Schemas for German Patents -- A Platform Based ANLP Tools for the Construction of An Arabic Historical Dictionary -- Extracting Knowledge Using Wikipedia Semi-Structured Resources -- Mixing Crowdsourcing and Graph Propagation to Build a Sentiment Lexicon: Feelings Are Contagious -- Comparing Two Strategies for Query Expansion in a News Monitoring System -- An Active Ingredients Entity Recognizer System Based on Profiles -- Improving the Sentiment Analysis Process of Spanish Tweets with BM25 -- Validating Learning Outcomes of An E-Learning System Using NLP -- Aspects from Appraisals!! A Label Propagation with Prior Induction Approach -- Mining Hidden Knowledge from the Counterterrorism Dataset Using Graph-Based Approach -- An Empirical Assessment of Citation Information in Scientific Summarization -- PIRAT: A Personalized Information Retrieval System in Arabic Texts Based on a Hybrid Representation of a User Profile -- YATS: Yet Another Text Simplifier -- Are Deep Learning Approaches Suitable for Natural Language Processing -- An Approach to Analyse A Hashtag-Based Topic Thread in Twitter -- Identification of Occupation Mentions in Clinical Narratives -- Multi-Objective Word Sense Induction Using Content and Interlink Connections -- Re-expressing Business Processes Information from Corporate Documents into Controlled Language -- Using Semantic Frames for Automatic Annotation of Regulatory Texts -- Automatic Evaluation of a Summary's Linguistic Quality -- Extracting Formal Models from Normative Texts -- Sentiment Analysis in Arabic -- Automatic Creation of Ontology Using a Lexical Database: An Application for the Energy Sector -- Computer-generated Text Detection Using Machine Learning: A Systematic Review -- Sentiment Analysis for German Facebook Pages -- An Information Retrieval Based Approach for Multilingual Ontology Matching -- Automatic Text Summarization with a Reduced Vocabulary Using Continuous Space Vectors -- A Platform for the Conceptualization of Arabic Texts Dedicated to the Design of the UML Class Diagram -- Reversing the Polarity with Emoticons -- Spatial-Temporal Representation and Reasoning About Objects and Regions -- Bias Based Navigation for News Articles and Media -- Learning to Rank Entity Relatedness through Embedding-Based Features -- Arabic Quranic Search Tool Based On Ontology. . |
| Record Nr. | UNISA-996465787903316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
