Buch, Englisch, Band 10762, 670 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 1031 g
18th International Conference, CICLing 2017, Budapest, Hungary, April 17¿23, 2017, Revised Selected Papers, Part II
Buch, Englisch, Band 10762, 670 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 1031 g
Reihe: Lecture Notes in Computer Science
ISBN: 978-3-319-77115-1
Verlag: Springer International Publishing
The total of 90 papers presented in the two volumes was carefully reviewed and selected from numerous submissions. In addition, the proceedings contain 4 invited papers.
The papers are organized in the following topical sections:
Part I: general; morphology and text segmentation; syntax and parsing; word sense disambiguation; reference and coreference resolution; named entity recognition; semantics and text similarity; information extraction; speech recognition; applications to linguistics and the humanities.
Part II: sentiment analysis; opinion mining; author profiling and authorship attribution; social network analysis; machine translation; text summarization; information retrieval and text classification; practical applications.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Sentiment Analysis.- A Comparison among Significance Tests and Other Feature Building Methods for Sentiment Analysis: A First Study.- BATframe: An Unsupervised Approach for Domain-sensitive Affect Detection.- Leveraging Target-oriented Information for Stance Classification.- Sentiment Polarity Classification of Figurative Language: Exploring the Role of Irony-Aware and Multifaceted Affect Features.- Sarcasm Annotation and Detection in Tweets.- Modeling the Impact of Modifiers on Emotional Statements.- CSenticNet: A Concept-Level Resource for Sentiment Analysis in Chinese Language.- Emotional Tone Detection in Arabic Tweets.- Morphology based Arabic Sentiment Analysis of Book Reviews.- Adaptation of Sentiment Analysis Techniques to Persian Language.- Verb-mediated Composition of Attitude Relations Comprising Reader and Writer Perspective.- Customer Churn Prediction using Sentiment Analysis and Text Classification of VOC.-Benchmarking Multimodal Sentiment Analysis.- Machine learning approaches for speech emotion recognition: Classic and novel advances.- Opinion Mining.- Mining Aspect-Specific Opinions from Online Reviews Using a Latent Embedding Structured Topic Model.- A comparative study of target-based and entity-based opinion extraction.- Supervised Domain Adaptation via Label Alignment for Opinion Expression Extraction.- Comment relevance classification in Facebook.- Detecting Sockpuppets in Deceptive Opinion Spam.- Author Profiling and Authorship Attribution.- Reading the Author and Speaker: Towards a Holistic and Deep Approach on Automatic Assessment of What is in One's Words.- Improving Cross-Topic Authorship Attribution: The Role of Pre-Processing.- Author Identification using Latent Dirichlet Allocation.- Personality Recognition using Convolutional Neural Networks.- Character-Level Dialect Identi_cation in Arabic Using Long Short-Term Memory.- A Text Semantic Similarity Approach for Arabic Paraphrase Detection.- Social Network Analysis.- Curator: Enhancing Micro-blogs Ranking by Exploiting User's Context.- A Multi-view Clustering Model for Event Detection in Twitter.- Monitoring Geographical Entities with Temporal Awareness in Tweets.- Just the Facts: Winnowing Microblogs for Newsworthy Statements using Non-Lexical Features.- Impact Of Content Features For Automatic Online Abuse Detection.- Detecting Aggressive Behavior in Discussion Threads Using Text Mining.- Machine Translation.- Combining Machine Translation Systems with Quality Estimation.- Evaluation of Neural Machine Translation for Highly Inflected and Small Languages.- Towards Translating Mixed-Code Comments from Social Media.- Multiple System Combination for PersoArabic-Latin Transliteration.- Building a Location Dependent Dictionary for Speech Translation Systems.- Text Summarization.- Gold Standard Online Debates Summaries and First Experiments Towards Automatic Summarization of Online Debate Data.- Optimization in Extractive Summarization Processes through Automatic Classification.- Summarizing Weibo with Topics Compression.- Timeline Generation based on a Two-stage Event-time Anchoring Model.- Information Retrieval and Text Classification.- Efficient Semantic Search over Structured Web Data: A GPU Approach.- Efficient Association Rules Selection for Automatic Query Expansion.- Text-to-concept: a semantic indexing framework for Arabic News videos.- Approximating Multi-Class Text Classification via Automatic Generation of Training Examples.- Practical Applications.- Generating Appealing Brand Names.- Radiological text simplification using a general knowledge base.- Mining Supervisor Evaluation and Peer Feedback in Performance Appraisals.- Automatic Detection of Uncertain Statements in the Financial Domain.- Automatic Question Generation from Passages.
