An NLP based Information Extraction System for Patents

被引：1

作者：

Vahab, Naima ^{[1
]}

Neethu, K., V ^{[1
]}

Binu, R. ^{[1
]}

Mathew, Sinoy ^{[2
]}

Khamari, Lokanath ^{[2
]}

机构：

[1] Govt Engn Coll, Palakkad, Kerala, India

[2] Mol Connect Pvt Ltd, Bangalore, Karnataka, India

来源：

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATICS AND ANALYTICS (ICIA' 16) | 2016年

关键词：

Patents; Patent Classification; NLP methods; Claims; Novelty; RegEx; Information Extraction; OpenNLP;

D O I：

10.1145/2980258.2982100

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Patents are rich source of information related to new technologies, products and methods. Patents contain valuable information which can be used for researchers, business people, scientists etc. In this paper an information extraction system using NLP is implemented for Patents. Users can extract interesting information easily using NLP and rule ensemble approach. Since there is need for important information from the available data, a classification based information extraction is considered here.

引用

页数：3

共 50 条

[1] FactRunner: A New System for NLP-Based Information Extraction from Wikipedia
Sutoyo, Rhio
Quix, Christoph
Kastrati, Fisnik
[J]. WEB INFORMATION SYSTEMS AND TECHNOLOGIES, WEBIST 2013, 2014, 189 : 225 - 240
[2] Study on soil pollution information extraction based on NLP
Ren, Yu
Tan, Hongye
Zheng, Jiaheng
[J]. 2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 3, 2008, : 445 - 449
[3] NLP-Based Query-Answering System for Information Extraction from Building Information Models
Wang, Ning
Issa, Raja R. A.
Anumba, Chimay J.
[J]. JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2022, 36 (03)
[4] NLP-based information extraction for managing the molecular biology literature
Libbus, B
Rindflesch, TC
[J]. AMIA 2002 SYMPOSIUM, PROCEEDINGS: BIOMEDICAL INFORMATICS: ONE DISCIPLINE, 2002, : 445 - 449
[5] INFORMATION EXTRACTION FROM CHEMICAL PATENTS
Bergmann, Sandra
Romberg, Mathilde
Klenner, Alexander
Zimmermann, Marc
[J]. COMPUTER SCIENCE-AGH, 2012, 13 (02): : 21 - 32
[6] A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines
Fazlic, Lejla Begic
Hallawa, Ahmed
Schmeink, Anke
Peine, Arne
Martin, Lukas
Dartmann, Guido
[J]. 2019 42ND INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), 2019, : 1025 - 1030
[7] Generic NLP technologies: Language, knowledge and information extraction
Tsujii, J
[J]. 38TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE, 2000, : 11 - 18
[8] Fleature-rich memory-based classification for shallow NLP and information extraction
Zavrel, J
Daelemans, W
[J]. TEXT MINING: THEORETICAL ASPECTS AND APPLICATIONS, 2003, : 33 - 53
[9] NLP and Ontology based Clustering - An Integrated approach for Optimal Information Extraction from Social Web
Dhuria, Shabina
Taneja, Harmunish
Taneja, Kavita
[J]. PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 1765 - 1770
[10] Design and Construction of a NLP Based Knowledge Extraction Methodology in the Medical Domain Applied to Clinical Information
Moreno, Denis Cedeno
Vargas-Lombardo, Miguel
[J]. HEALTHCARE INFORMATICS RESEARCH, 2018, 24 (04) : 376 - 380

← 1 2 3 4 5 →