Retrieval and Ranking of Combining Ontology and Content Attributes for Scientific Document

Retrieval and Ranking of Combining Ontology and Content Attributes for Scientific Document

Traditional mathematical search models retrieve scientific documents only by mathematical expressions and their contexts and do not consider the ontological attributes of scientific documents, which result in gaps between the queries and the retrieval results. To solve this problem, a retrieval and...

Full description

Bibliographic Details
Main Authors:	Xinyu Jiang, Bingjie Tian, Xuedong Tian
Format:	Article
Language:	English
Published:	MDPI AG 2022-06-01
Series:	Entropy
Subjects:	scientific document retrieval and ranking mathematical expressions ontology attributes HFS BiLSTM
Online Access:	https://www.mdpi.com/1099-4300/24/6/810

Similar Items

A Scientific Document Retrieval and Reordering Method by Incorporating HFS and LSD
by: Ziyang Feng, et al.
Published: (2023-10-01)

Scientific Documents Retrieval Based on Graph Convolutional Network and Hesitant Fuzzy Set
by: Xin Li, et al.
Published: (2023-01-01)

Machine Learning Based Representative Spatio-Temporal Event Documents Classification
by: Byoungwook Kim, et al.
Published: (2023-03-01)

A Multi-Modal Retrieval Model for Mathematical Expressions Based on ConvNeXt and Hesitant Fuzzy Set
by: Ruxuan Li, et al.
Published: (2023-10-01)

Comparison of machine learning and deep learning techniques for the prediction of air pollution: a case study from China
by: Ishan Ayus, et al.
Published: (2023-05-01)

Modelling of Deep Learning-Based Downscaling for Wave Forecasting in Coastal Area
by: Didit Adytia, et al.
Published: (2023-01-01)

Hybrid Deep Learning Approach for Stress Detection Using Decomposed EEG Signals
by: Bishwajit Roy, et al.
Published: (2023-06-01)

Using BiLSTM Networks for Context-Aware Deep Sensitivity Labelling on Conversational Data
by: Antreas Pogiatzis, et al.
Published: (2020-12-01)

Predicting Academic Performance: Analysis of Students’ Mental Health Condition from Social Media Interactions
by: Md. Saddam Hossain Mukta, et al.
Published: (2022-03-01)

EagleEye: A Worldwide Disease-Related Topic Extraction System Using a Deep Learning Based Ranking Algorithm and Internet-Sourced Data
by: Beakcheol Jang, et al.
Published: (2021-07-01)

A novel approach to fake news classification using LSTM-based deep learning models
by: Halyna Padalko, et al.
Published: (2024-01-01)

Detecting Arabic Misinformation Using an Attention Mechanism-Based Model
by: Bashar AlEsawi, et al.
Published: (2024-02-01)

Real-Time Neural Classifiers for Sensor and Actuator Faults in Three-Phase Induction Motors
by: Oscar D. Sanchez, et al.
Published: (2022-12-01)

Cyberbullying Detection on Twitter Using Deep Learning-Based Attention Mechanisms and Continuous Bag of Words Feature Extraction
by: Suliman Mohamed Fati, et al.
Published: (2023-08-01)

PSO-Based Ensemble Meta-Learning Approach for Cloud Virtual Machine Resource Usage Prediction
by: Habte Lejebo Leka, et al.
Published: (2023-02-01)

Sentiment Analysis With Ensemble Hybrid Deep Learning Model
by: Kian Long Tan, et al.
Published: (2022-01-01)

Predicting the Life of Varistors via a Nonlinear Coefficient Based on a Small-Scale Data Model
by: Xiaofei Ruan, et al.
Published: (2023-12-01)

Groundwater level reconstruction using long-term climate reanalysis data and deep neural networks
by: Sivarama Krishna Reddy Chidepudi, et al.
Published: (2024-02-01)

A Statistical Prediction Model for Sluice Seepage Based on MHHO-BiLSTM
by: Zihui Huang, et al.
Published: (2024-01-01)

Non-Intrusive Air Traffic Control Speech Quality Assessment with ResNet-BiLSTM
by: Yuezhou Wu, et al.
Published: (2023-09-01)

Predicting the Environmental Change of Carbon Emission Patterns in South Asia: A Deep Learning Approach Using BiLSTM
by: Muhammad Aamir, et al.
Published: (2022-11-01)

A Real-Time Face Detection Method Based on Blink Detection
by: Hui Qi, et al.
Published: (2023-01-01)

Practical Study of Recurrent Neural Networks for Efficient Real-Time Drone Sound Detection: A Review
by: Dana Utebayeva, et al.
Published: (2022-12-01)

Comparison of the Forecast Accuracy of Total Electron Content for Bidirectional and Temporal Convolutional Neural Networks in European Region
by: Artem Kharakhashyan, et al.
Published: (2023-06-01)

Innovations in Stroke Identification: A Machine Learning-Based Diagnostic Model Using Neuroimages
by: Muhammad Asim Saleem, et al.
Published: (2024-01-01)

Open-Circuit Fault Detection and Classification of Modular Multilevel Converters in High Voltage Direct Current Systems (MMC-HVDC) with Long Short-Term Memory (LSTM) Method
by: Qinghua Wang, et al.
Published: (2021-06-01)

Development of a Novel Methodology for Remaining Useful Life Prediction of Industrial Slurry Pumps in the Absence of Run to Failure Data
by: Muhammad Mohsin Khan, et al.
Published: (2021-12-01)

New Hybrid Deep Learning Approach Using BiGRU-BiLSTM and Multilayered Dilated CNN to Detect Arrhythmia
by: Md Shofiqul Islam, et al.
Published: (2022-01-01)

Advancing Phishing Email Detection: A Comparative Study of Deep Learning Models
by: Najwa Altwaijry, et al.
Published: (2024-03-01)

RNN-BiLSTM-CRF based amalgamated deep learning model for electricity theft detection to secure smart grids
by: Aqsa Khalid, et al.
Published: (2024-02-01)

Automated Detection of Persuasive Content in Electronic News
by: Brian Rizqi Paradisiaca Darnoto, et al.
Published: (2023-11-01)

TChecker: A Content Enrichment Approach for Fake News Detection on Social Media
by: Nada GabAllah, et al.
Published: (2023-12-01)

Res-BiANet: A Hybrid Deep Learning Model for Arrhythmia Detection Based on PPG Signal
by: Yankun Wu, et al.
Published: (2024-02-01)

Sentiment Analysis: An ERNIE-BiLSTM Approach to Bullet Screen Comments
by: Yen-Hao Hsieh, et al.
Published: (2022-07-01)

StressNet: a spatial-spectral-temporal deformable attention-based framework for water stress classification in maize
by: Tejasri Nampally, et al.
Published: (2023-11-01)

Medical Named Entity Recognition Fusing Part-of-Speech and Stroke Features
by: Fen Yi, et al.
Published: (2023-08-01)

Using Dual Attention BiLSTM to Predict Vehicle Lane Changing Maneuvers on Highway Dataset
by: Farzeen Ashfaq, et al.
Published: (2023-04-01)

A Deep Machine Learning Method for Concurrent and Interleaved Human Activity Recognition
by: Keshav Thapa, et al.
Published: (2020-10-01)

Study on Life Prediction Method of Ball Screw Base on Constructed Degradation Feature and IGWO-BiLSTM
by: Qin Wu, et al.
Published: (2023-06-01)

The Research of Air Combat Intention Identification Method Based on BiLSTM + Attention
by: Bin Tan, et al.
Published: (2023-06-01)