Natural language processing and information systems: 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings
Gespeichert in:
| Körperschaft: | |
|---|---|
| Weitere Verfasser: | |
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer
[2017]
|
| Schriftenreihe: | Lecture Notes in computer science
10260 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXII, 500 Seiten Illustrationen, Diagramme |
| ISBN: | 9783319595689 |
Internformat
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Datensatz im Suchindex
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Contents
Feature Engineering
Fine-Grained Opinion Mining from Mobile App Reviews with Word
Embedding Features. 3
Mario Sängen Ulf Leser, and Roman Klinger
Feature Selection Using Multi-objective Optimization for Aspect
Based Sentiment Analysis. 15
Md Shad Akhtar, Sarah Kohail, Amit Kumar, As if Ekbal,
and Chris Biemann
Feature Selection and Class-Weight Tuning Using Genetic Algorithm
for Bio-molecular Event Extraction. 28
Amit Majumder, Asif Ekbal, and Sudip Kumar Naskar
Automated Lexicon and Feature Construction Using Word Embedding
and Clustering for Classification of ASD Diagnoses Using EHR. 34
Gondy Leroyy Yang Gu, Sydney Pettygrove,
and Margaret Kurzius-Spencer
Multi-objective Optimisation-Based Feature Selection
for Multi-label Classification. 38
Mohammed Arif Khan, Asif Ekbal, Eneldo Loza Mencia,
and Johannes Fiirnkranz
Information Extraction
WikiTrends: Unstructured Wikipedia-Based Text Analytics Framework. 45
Michel Naim Gerguis, Cherif Salama, and M. Watheq El-Kharashi
An Improved PLDA Model for Short Text. 58
Chaotao Chen and Jiangtao Ren
Mining Incoherent Requirements in Technical Specifications. 71
Patrick Saint-Dizier
Enriching Argumentative Texts with Implicit Knowledge. 84
Maria Becker, Michael Slaniek, Vivi Nastase, and Anette Frank
Technical Aspect Extraction from Customer Reviews Based
on Seeded Word Clustering. 97
Jean-Marc Davril, Tony Leclercq, Maxime Cordy, and Patrick Heymans
XVIII
Contents
Event Detection for Heterogeneous News Streams. 110
Ida Mele and Fabio Crestani
Twitter User Profiling Model Based on Temporal Analysis of Hashtags
and Social Interactions. 124
Abir Gorrab, Ferihane Kboubi, Ali Jaffal, Bénédicte Le Grand,
and Henda Ben Ghezala
Extracting Causal Relations Among Complex Events in Natural
Science Literature. 131
Biswanath Bank, Erwin Mar si, and Pınar Öztürk
Supporting Experts to Handle Tweet Collections About Significant Events. . 138
Ali Hürriyetoğlu, Nelleke Oostdijk, Mustafa Erkan Başar,
and Antal van den Bosch
Named Entity Classification Based on Profiles: A Domain
Independent Approach. 142
Isabel Morenoy M.T. Roma-Ferri, and Paloma Moreda
Information Extraction from Resource-Scarce Languages
Does the Strength of Sentiment Matter? A Regression Based Approach
on Turkish Social Media. 149
Ali Mert Ertugruly Itir Onal, and Cengiz Acarturk
AL-TERp: Extended Metric for Machine Translation Evaluation of Arabic. . 156
Mohamed El Marouani, Tarik Boudaa, and Nourddine Enneya
A Morphological Approach for Measuring Pair-Wise Semantic Similarity
of Sanskrit Sentences. 162
Vaishakh Keshava, Mounica Sanapala, Akshay Chowdlu Dinesh,
and Sowmya Kamath Shevgoor
Word-Level Identification of Romanized Tunisian Dialect. 170
Chaima Aridhi, Hadhemi Achour; Emna Souissi, and Jihene Younes
Named Entity Recognition in Turkish: Approaches and Issues. 176
Doğan Küçük, Nursal Arıcı, and Dilek Küçük
Natural Language Processing Applications
Simplified Text-to-Pictograph Translation for People
with Intellectual Disabilities. 185
Leen Sevens, Vincent Vandeghinste, Ineke Schuurman,
and Frank Van Eynde
Contents
XIX
What You Use, Not What You Do: Automatic Classification of Recipes . 197
Hanna Kicherer, Marcel Dittrich, Lukas Grebe, Christian Scheible,
and Roman Klinger
Constructing Technical Knowledge Organizations
from Document Structures. 210
Sebastian Furth and Joachim Baumeister
Applications of Natural Language Techniques in Solving
SmartHome Use-Cases. 214
Parnab Kumar Chanda, Nitish Varshney, and Ash ok Subash
A Method for Querying Touristic Information Extracted from the Web. 218
Ermelinda Oro and Massimo Ruffolo
Towards Generating Object-Oriented Programs Automatically
from Natural Language Texts for Solving Mathematical Word Problems . 222
Sourav Mandal and Sudip Kumar Naskar
Authorship Attribution System. 227
Oleksandr Marchenko, Anatoly Anisimov, Andrii Nykonenko,
Tellana Ros sada, and Egor Melnikov
Neural Language Models and Applications
Estimating Distributed Representations of Compound Words
Using Recurrent Neural Networks. 235
Natthawut Kertkeidkachorn and Ryutaro Ichise
A Large-Scale CNN Ensemble for Medication Safety Analysis. 247
Liliya Akhtyamova, Andrey Ignatov; and John Cardiff
A Feature Based Simple Machine Learning Approach with Word
Embeddings to Named Entity Recognition on Tweets. 254
Mete Taşpınar, Murat Can Ganiz, and Tankut Acarman
Challenges and Solutions with Alignment and Enrichment of Word
Embedding Models. 260
Cem Şafak Şahin, Rajmonda S. Cace res, Brandon Oselio,
and William M. Campbell
Legalbot: A Deep Learning-Based Conversational Agent
in the Legal Domain. 267
Adebayo Kolawole John, Luigi Di Caro, Livio Robaldo,
and Guido Boella
XX
Contents
Using Word Embeddings for Computing Distances Between Texts
and for Authorship Attribution. 274
Armin Hoenen
Combination of Neural Networks for Multi-label Document Classification . . . 278
Ladislav Lenc and Pavel Krai
Supporting Business Process Modeling Using RNNs
for Label Classification. 283
Philip Hake, Manuel Zapp, Peter Fettke, and Peter Loos
A Convolutional Neural Network Based Sentiment Classification
and the Convolutional Kernel Representation. 287
Shen Gao, Huaping Zhang, and Kai Gao
Quotology - Reading Between the Lines of Quotations. 292
Dwijen Rudrapal, Amitava Das, and B. Bhattacharya
Opinion Mining and Sentiment Analysis
Automatically Labelling Sentiment-Bearing Topics with Descriptive
Sentence Labels. 299
Mohamad Hardyman Barawi, Chenghua Lin, and Advaith Siddharthan
Does Optical Character Recognition and Caption Generation Improve
Emotion Detection in Microblog Posts?. 313
Roman Klinger
Identifying Right-Wing Extremism in German Twitter Profiles:
A Classification Approach. 320
Matthias Hartung, Roman Klinger, Franziska Schmidtke,
and Lars Vogel
An Approach for Defining the Author Reputation of Comments
on Products. 326
Carlos A. de Sat Roney L. de S. Santos, and Raimundo S. Moura
Quality of Word Embeddings on Sentiment Analysis Tasks. 332
Erion Qano and Maurizio Morisio
Question Answering Systems and Applications
A Hierarchical Iterative Attention Model for Machine Comprehension. 341
Zhuang Liu, Degen Huang, Yunxia Zhang, and Chuan Zhang
A Syntactic Parse-Key Tree-Based Approach for English Grammar
Question Retrieval. 353
Lanting Fang, Luu Anh Tuan, Lenan Wu, and Siu Cheung Hui
Contents
XXI
A Discriminative Possibilistic Approach for Query
Translation Disambiguation. 366
Wiem Ben Romdhane, Bilel Elayeb, and Narjes Bellamine Ben Saoud
Building TALAA-AFAQ, a Corpus of Arabic FActoid
Question-Answers for a Question Answering System. 380
Asma Aouichat and Ahmed Guessoum
Detecting Non-covered Questions in Frequently Asked
Questions Collections. 387
Mladen Karan and Jan Snajder
Semantics-Based Models and Applications
Vector Space Representation of Concepts Using Wikipedia Graph Structure . . . 393
Annin Sajadi, Evany el os E. Milios, and Vlada Keselj
Composite Semantic Relation Classification. 406
Siamak Barzegar, Andre Freitas, Siegfried Handschuh, and Brian Davis
Vector Embedding of Wikipedia Concepts and Entities. 418
Ehsan Sherkat and Evangelos E. Milios
TEKNO: Preparing Legacy Technical Documents for Semantic
Information Systems. 429
Sebastian Furth, Maximilian Schirm, Volker Belli,
and Joachim Baumeister
Improving Document Classification Effectiveness Using Knowledge
Exploited by Ontologies. 435
Zenun Kastrati and Side Yildirim Yayilgan
Text Summarization
Document Aboutness via Sophisticated Syntactic and Semantic Features . 441
Marco Ponza, Paolo Ferragina, and Francesco Piccinno
Summarizing Web Documents Using Sequence Labeling
with User-Generated Content and Third-Party Sources. 454
Minh-Tien Nguyen, Duc-Vu Tran, Chien-Xuan Tran,
and Minh-Le Nguyen
“What Does My Classifier Learn?” A Visual Approach
to Understanding Natural Language Text Classifiers. 468
Jonas Paul Winkler and Andreas Vogelsang
XXII
Contents
Gated Neural Network for Sentence Compression
Using Linguistic Knowledge. 480
Yang Zhao, Hajime Senuma, Xiaoyu Shen, and Akiko Aizawa
A Study on Flexibility in Natural Language Generation
Through a Statistical Approach to Story Generation. 492
Marta Vicente, Cristina Barros, and Elena Lloret
Author Index. 499 |
| any_adam_object | 1 |
| author2 | Frasincar, Flavius |
| author2_role | edt |
| author2_variant | f f ff |
| author_corporate | NLDB Lüttich |
| author_corporate_role | aut |
| author_facet | Frasincar, Flavius NLDB Lüttich |
| author_sort | NLDB Lüttich |
| building | Verbundindex |
| bvnumber | BV044366818 |
| classification_rvk | ST 306 |
| ctrlnum | (OCoLC)992557550 (DE-599)BVBBV044366818 |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| spelling | NLDB 22. 2017 Lüttich Verfasser (DE-588)1135803358 aut Natural language processing and information systems 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais (eds.) Cham Springer [2017] XXII, 500 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Lecture Notes in computer science 10260 Wissensverarbeitung (DE-588)4286963-8 gnd rswk-swf Information Extraction (DE-588)4566641-6 gnd rswk-swf Information Retrieval (DE-588)4072803-1 gnd rswk-swf Natürlichsprachiges System (DE-588)4284757-6 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Semantic Web (DE-588)4688372-1 gnd rswk-swf Informationssystem (DE-588)4072806-7 gnd rswk-swf (DE-588)1071861417 Konferenzschrift gnd-content Informatik (DE-588)4026894-9 s DE-604 Natürlichsprachiges System (DE-588)4284757-6 s Informationssystem (DE-588)4072806-7 s Information Retrieval (DE-588)4072803-1 s Information Extraction (DE-588)4566641-6 s Semantic Web (DE-588)4688372-1 s Wissensverarbeitung (DE-588)4286963-8 s Frasincar, Flavius edt Erscheint auch als Online-Ausgabe 978-3-319-59569-6 Lecture Notes in computer science 10260 (DE-604)BV000000607 10260 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029769319&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Natural language processing and information systems 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings Lecture Notes in computer science Wissensverarbeitung (DE-588)4286963-8 gnd Information Extraction (DE-588)4566641-6 gnd Information Retrieval (DE-588)4072803-1 gnd Natürlichsprachiges System (DE-588)4284757-6 gnd Informatik (DE-588)4026894-9 gnd Semantic Web (DE-588)4688372-1 gnd Informationssystem (DE-588)4072806-7 gnd |
| subject_GND | (DE-588)4286963-8 (DE-588)4566641-6 (DE-588)4072803-1 (DE-588)4284757-6 (DE-588)4026894-9 (DE-588)4688372-1 (DE-588)4072806-7 (DE-588)1071861417 |
| title | Natural language processing and information systems 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings |
| title_auth | Natural language processing and information systems 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings |
| title_exact_search | Natural language processing and information systems 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings |
| title_full | Natural language processing and information systems 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais (eds.) |
| title_fullStr | Natural language processing and information systems 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais (eds.) |
| title_full_unstemmed | Natural language processing and information systems 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings Flavius Frasincar, Ashwin Ittoo, Le Minh Nguyen, Elisabeth Métais (eds.) |
| title_short | Natural language processing and information systems |
| title_sort | natural language processing and information systems 22nd international conference on applications of natural language to information systems nldb 2017 liege belgium june 21 23 2017 proceedings |
| title_sub | 22nd International Conference on Applications of Natural Language to Information Systems, NLDB 2017, Liège, Belgium, June 21-23, 2017 : proceedings |
| topic | Wissensverarbeitung (DE-588)4286963-8 gnd Information Extraction (DE-588)4566641-6 gnd Information Retrieval (DE-588)4072803-1 gnd Natürlichsprachiges System (DE-588)4284757-6 gnd Informatik (DE-588)4026894-9 gnd Semantic Web (DE-588)4688372-1 gnd Informationssystem (DE-588)4072806-7 gnd |
| topic_facet | Wissensverarbeitung Information Extraction Information Retrieval Natürlichsprachiges System Informatik Semantic Web Informationssystem Konferenzschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029769319&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT nldbluttich naturallanguageprocessingandinformationsystems22ndinternationalconferenceonapplicationsofnaturallanguagetoinformationsystemsnldb2017liegebelgiumjune21232017proceedings AT frasincarflavius naturallanguageprocessingandinformationsystems22ndinternationalconferenceonapplicationsofnaturallanguagetoinformationsystemsnldb2017liegebelgiumjune21232017proceedings |