Towards computation of novel ideas from corpora of scientific text

QR Code

Towards computation of novel ideas from corpora of scientific text

In this work we present a method for the computation of novel 'ideas' from corpora of scientific text. The system functions by first detecting concept noun-phrases within the titles and abstracts of publications using Part-Of-Speech tagging, before classifying these into sets of problem an...

Full description

Bibliographic Details
Main Authors:	Liu, Haixia, Goulding, James, Brailsford, Tim
Format:	Book Section
Language:	English
Published:	Springer Verlag 2015
Subjects:	Idea mining Text mining Natural language processing Recommender systems Collaborative filtering
Online Access:	https://eprints.nottingham.ac.uk/55719/

Similar Items

Automatic idea generation and analysis using NLP and ML techniques
by: Liu, Haixia
Published: (2019)

Dropping down the maximum item set: improving the stylometric authorship attribution algorithm in the text mining for authorship investigation
by: Mustafa, Tareef Kamil, et al.
Published: (2010)

Validation of an improved computer-assisted technique for mining free-text electronic medical records
by: Duz, Marco, et al.
Published: (2017)

The application of data and text analysis in understanding and improving the service: A case study based on Operational Research conference
by: Feng, Yue
Published: (2019)

A recommender system approach for classifying user navigation patterns using longest common subsequence algorithm.
by: Jalali, Mehrdad, et al.
Published: (2009)

Frequency-based similarity measure for multimedia recommender systems
by: Rehman, Zia ur, et al.
Published: (2012)

Temporal integration based factorization to improve prediction accuracy of collaborative filtering
by: Al-Qasem, Al-Hadi Ismail Ahmed
Published: (2016)

Improving named entity recognition accuracy of gene and protein in biomedical text
by: Tohidi, Hossein
Published: (2011)

Source code analysis extractive approach to generate textual summary
by: Dawood, Kareem Abbas
Published: (2017)

Aspect-based sentiment analysis as fine-grained opinion mining
by: Diaz, Gerardo Ocampo, et al.
Published: (2020)

Literacy challenges faced by students using scientific texts
by: Thompson, Marilyn Joy
Published: (2011)

Adaptive method to improve web recommendation system for anonymous users
by: Almurtadha, Yahya Mohammed
Published: (2011)

Deep reinforcement learning approaches for multi-objective problem in Recommender Systems
by: Ee, Yeo Keat
Published: (2022)

The business idea: problems of readiness and abandonment as a prerequisite to scenario thinking and planning.
by: Anderson, Paul
Published: (1999)

Powerful tool to expand business intelligence: Text mining
by: Gao, L., et al.
Published: (2005)

Disease and pharmacologic risk factors for first and subsequent episodes of equine laminitis: a cohort study of free-text electronic medical records
by: Welsh, Claire E., et al.
Published: (2017)

Visualization of extracted grammatical role of words using parse tree conversion to improve understanding of English texts
by: Mirzabeiki, Erfan
Published: (2014)

An improved recommender system based on normalization of matrix factorization and collaborative filtering algorithms
by: Zahid, Aafaq
Published: (2015)

An overview of cognitive visualisation
by: Mooranian, Mahsa, et al.
Published: (2011)

Dynamic framing in the communication of scientific research: texts and interactions
by: Davis, Pryce, et al.
Published: (2015)

Twitter Sentiment Mining: A Multi Domain Analysis
by: Shahheidari, S., et al.
Published: (2013)

Using built-in functions of Adobe Acrobat Pro DC to help the selection process in systematic review of randomized trials
by: Nur, Selin, et al.
Published: (2016)

Prevalence, survival analysis and multimorbidity of chronic diseases in the general veterinarian-attended horse population of the UK
by: Welsh, Claire E., et al.
Published: (2016)

A Recommender System based on Idiotypic Artificial Immune Networks
by: Cayzer, Steve, et al.
Published: (2005)

Text Categorization Using an Automatically Generated Labelled Dataset: An Evaluation Study
by: Zhu, Dengya, et al.
Published: (2014)

Improving end-system recommender systems using cross-platform personal information
by: Alanazi, Sultan
Published: (2017)

User recommendation algorithm in social tagging system based on user trust method
by: Wong, Pei Voon
Published: (2012)

Dynamic real-time IP-based publish-subscribe group collaboration using multicast label filters
by: Singh, Jaipal, et al.
Published: (2009)

Succinct Representations in Collaborative Filtering: A Case Study using Wavelet Tree on 1,000 Cores
by: Peng, Xiangjun, et al.
Published: (2019)

Enhancing the searchability of page-image PDF documents using an aligned hidden layer from a truth text
by: Knight, Ian A., et al.
Published: (2016)

Computational Approaches for Emotion Detection in Text
by: Binali, Haji, et al.
Published: (2010)

Multi-classifier classification of spam email on a ubiquitous multi-core architecture
by: Islam, Md., et al.
Published: (2008)

States, trends, and future of aquaponics research
by: Hao, Yilong, et al.
Published: (2020)

State-of-the-art in techniques of text digital watermarking: challenges and limitations
by: Al-Maweri, Nasr Addin Ahmed Salem, et al.
Published: (2016)

Intra-corporate plagiarism?: conceptualising antecedents and consequences of negatively perceived mobility of ideas
by: Arp, Frithjof, et al.
Published: (2016)

Using text mining algorithm to detect gender deception based on Malaysian chat room lingo / Dianne L. M. Cheong and Nur Atiqah Sia Abdullah @ Sia Sze Yieng
by: Cheong, Dianne L.M., et al.
Published: (2006)

Stylistic atructures: a computational approach to text classification
by: Forsyth, Richard
Published: (1996)

Low power text compression using Huffman coding with power management controller
by: Mohammed, Maan Hameed
Published: (2016)

A novel symbolization technique for time-series outlier detection
by: Smith, Gavin, et al.
Published: (2015)

An improvement algoithm for Iris classification by using Linear Support Vector Machine (LSVM), k-Nearest Neighbours (k-NN) and Random Nearest Neighbous (RNN) / Ahmad Haadzal Kamarulzalis and Mohd Asrul Affendi Abdullah
by: Kamarulzalis, Ahmad Haadzal, et al.
Published: (2019)