Dosam Hwang

Orcid: 0000-0001-7851-7323

According to our database1, Dosam Hwang authored at least 104 papers between 2000 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
M2SA: a novel dataset for multi-level and multi-domain sentiment analysis.
J. Inf. Telecommun., October, 2023

Fake news detection: A survey of graph neural network methods.
Appl. Soft Comput., May, 2023

Hybrid genetic algorithms for the determination of DNA motifs to satisfy postulate 2-Optimality.
Appl. Intell., April, 2023

Aspect-level sentiment analysis: A survey of graph convolutional network methods.
Inf. Fusion, 2023

Ensemble of top3 prediction with image pixel interval method using deep learning.
Comput. Sci. Inf. Syst., 2023

ICNN-Ensemble: An Improved Convolutional Neural Network Ensemble Model for Medical Image Classification.
IEEE Access, 2023

KeepNMax: Keep N Maximum of Epoch-Channel Ensemble Method for Deep Learning Models.
IEEE Access, 2023

MICL-UNet: Multi-Input Cross-Layer UNet Model for Classification of Diseases in Agriculture.
IEEE Access, 2023

Classifying Chicken-Made Food Images Using Enhanced MobilNetV2.
Proceedings of the Advances in Computational Collective Intelligence, 2023

Deep-Learning- and GCN-Based Aspect-Level Sentiment Analysis Methods on Balanced and Unbalanced Datasets.
Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022
Convolutional attention neural network over graph structures for improving the performance of aspect-level sentiment analysis.
Inf. Sci., 2022

An effective method for determining consensus in large collectives.
Comput. Sci. Inf. Syst., 2022

Aspect-Level Sentiment Analysis Using CNN Over BERT-GCN.
IEEE Access, 2022

A New Model for Predicting and Dismantling a Complex Terrorist Network.
IEEE Access, 2022

Input Image Pixel Interval method for Classification Using Transfer Learning.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

Content-Context-Based Graph Convolutional Network for Fake News Detection.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

SSTop3: Sole-Top-Three and Sum-Top-Three Class Prediction Ensemble Method Using Deep Learning Classification Models.
Proceedings of the Advances in Computational Collective Intelligence, 2022

Sentence-level Sentiment Analysis Using GCN on Contextualized Word Representations.
Proceedings of the Computational Science - ICCS 2022, 2022

ETop3PPE: EPOCh's Top-Three Prediction Probability Ensemble Method for Deep Learning Classification Models.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

An Image Pixel Interval Power (IPIP) Method Using Deep Learning Classification Models.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021
Trends in combating fake news on social media - a survey.
J. Inf. Telecommun., 2021

An approach for a decision-making support system based on measuring the user satisfaction level on Twitter.
Inf. Sci., 2021

Decision Support System for Solving Reviewer Assignment Problem.
Cybern. Syst., 2021

Image Channel as an Input Method for Deep Learning Ensemble.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

Determining 2-Optimality Consensus for DNA Structure.
Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021

EMaxPPE: Epoch's Maximum Prediction Probability Ensemble Method for Deep Learning Classification Models.
Proceedings of the Advances in Computational Collective Intelligence, 2021

A Method for Improving Word Representation Using Synonym Information.
Proceedings of the Computational Science - ICCS 2021, 2021

Tweet Sentiment Analysis for Predicting the Symptoms Effect Level Regarding COVID-19.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A New Approach for Measuring the Influence of Users on Twitter.
Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020
Improving the Performance of Sentiment Analysis of Tweets Containing Fuzzy Sentiment Using the Feature Ensemble Model.
IEEE Access, 2020

A Quick Algorithm to Determine 2-Optimality Consensus for Collectives.
IEEE Access, 2020

A New Approach for Predicting an Important User on a Topic on Twitter.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

A Framework for Detecting User's Psychological Tendencies on Twitter Based on Tweets Sentiment Analysis.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

A New Approach to Determine 2-Optimality Consensus for Collectives.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

A Model for Predicting Terrorist Network Lethality and Cohesiveness.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

Detecting the Degree of Risk in Online Market Based on Satisfaction of Twitter Users.
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Assessment of False Identity by Variability in Operating Condition for Memristor Write Time-Based Device Fingerprints.
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Overcoming Local Optima for Determining 2-Optimality Consensus for Collectives.
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Method of Detecting Bots on Social Media. A Literature Review.
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Fake News Types and Detection Models on Social Media A State-of-the-Art Survey.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019
Version-Compatible HL7 Parser Based on Object-Oriented Design.
Vietnam. J. Comput. Sci., 2019

A sentiment analysis method of objects by integrating sentiments from tweets.
J. Intell. Fuzzy Syst., 2019

Recommendation of expert group to question and answer sites based on user behaviors and diversity.
J. Intell. Fuzzy Syst., 2019

Computational collective intelligence for enterprise information systems.
Enterp. Inf. Syst., 2019

Research collaboration model in academic social networks.
Enterp. Inf. Syst., 2019

Multi-step Consensus: An Effective Approach for Determining Consensus in Large Collectives.
Cybern. Syst., 2019

Correction of Bit-Aliasing in Memristor-Based Physically Unclonable Functions With Timing Variability.
IEEE Access, 2019

A New Heuristic Algorithm for 2-Optimality Consensus Determination.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Method for Detecting and Analyzing the Sentiment of Tweets Containing Fuzzy Sentiment Phrases.
Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Decision-Making Support Method Based on Sentiment Analysis of Objects and Binary Decision Tree Mining.
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

A Survey on Forecasting Models for Preventing Terrorism.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2019

Decision Support System for Assignment of Conference Papers to Reviewers.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Cross-Lingual Korean Speech-to-Text Summarization.
Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

A Method for Detecting and Analyzing the Sentiment of Tweets Containing Conditional Sentences.
Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

Increasing the Quality of Multi-step Consensus.
Proceedings of the Intelligent Information and Database Systems - 11th Asian Conference, 2019

2018
A New Data Layout Scheme for Energy-Efficient MapReduce Processing Tasks.
J. Grid Comput., 2018

Hashtag Recommendation Approach Based on Content and User Characteristics.
Cybern. Syst., 2018

A Framework for Analyzing Academic Data.
Proceedings of the Multimedia and Network Information Systems, 2018

A Tweet Summarization Method Based on Maximal Association Rules.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

A Group Recommender System for Selecting Experts to Review a Specific Problem.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Tweet Integration by Finding the Shortest Paths on a Word Graph.
Proceedings of the Modern Approaches for Intelligent Information and Database Systems,, 2018

An Approach for Recommending Group Experts on Question and Answering Sites.
Proceedings of the Modern Approaches for Intelligent Information and Database Systems,, 2018

A Three-Stage Consensus-Based Method for Collective Knowledge Determination.
Proceedings of the Modern Approaches for Intelligent Information and Database Systems,, 2018

2017
Exploiting character networks for movie summarization.
Multim. Tools Appl., 2017

A combination of active learning and self-learning for named entity recognition on Twitter using conditional random fields.
Knowl. Based Syst., 2017

A named entity recognition approach for tweet streams using active learning.
J. Intell. Fuzzy Syst., 2017

Character-based indexing and browsing with movie ontology.
J. Intell. Fuzzy Syst., 2017

An influence analysis of the number of members on the quality of knowledge in a collective.
J. Intell. Fuzzy Syst., 2017

Handling imbalanced classification problem: A case study on social media datasets.
J. Intell. Fuzzy Syst., 2017

Improving Academic Event Recommendation Using Research Similarity and Interaction Strength Between Authors.
Cybern. Syst., 2017

Social Network-Based Event Recommendation.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

A Hybrid Method for Named Entity Recognition on Tweet Streams.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

A Consensus-Based Method to Enhance a Recommendation System for Research Collaboration.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016
TwiSNER: Semi-supervised Method for Named Entity Recognition from Text Streams on Twitter.
J. Univers. Comput. Sci., 2016

Computational Intelligence Tools for Processing Collective Data.
J. Univers. Comput. Sci., 2016

Academic event recommendation based on research similarity and exploring interaction between authors.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Active Learning-Based Approach for Named Entity Recognition on Short Text Streams.
Proceedings of the Multimedia and Network Information Systems, 2016

An Improvement of the Two-Stage Consensus-Based Approach for Determining the Knowledge of a Collective.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

A Novel Method for Extracting Dynamic Character Network from Movie.
Proceedings of the Big Data Technologies and Applications - 7th International Conference, 2016

Using Geotagged Resources on Social Media for Cultural Tourism: A Case Study on Cultural Heritage Tourism.
Proceedings of the Big Data Technologies and Applications - 7th International Conference, 2016

2015
An Asymmetric Weighting Schema for Collaborative Filtering.
Proceedings of the New Trends in Computational Collective Intelligence, 2015

Weighted Similarity Schemes for High Scalability in User-Based Collaborative Filtering.
Mob. Networks Appl., 2015

Exploiting matrix factorization to asymmetric user similarities in recommendation systems.
Knowl. Based Syst., 2015

Similarity-based Complex Publication Network Analytics for Recommending Potential Collaborations.
J. Univers. Comput. Sci., 2015

KELabTeam: A Statistical Approach on Figurative Language Sentiment Analysis in Twitter.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Movie Summarization Using Characters Network Analysis.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Discovering Co-author Relationship in Bibliographic Data Using Similarity Measures and Random Walk Model.
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015

2014
Black-box testing of practical movie recommendation systems: A comparative study.
Comput. Sci. Inf. Syst., 2014

Improving Efficiency of Incremental Mining by Trie Structure and Pre-Large Itemsets.
Comput. Informatics, 2014

Social Data Visualization System for Understanding Diffusion Patterns on Twitter: A Case Study on Korean Enterprises.
Comput. Informatics, 2014

Frame-Semantic Web: a Case Study for Korean.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Named Entity Corpus Construction using Wikipedia and DBpedia Ontology.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Social Tagging Analytics for Processing Unlabeled Resources: A Case Study on Non-geotagged Photos.
Proceedings of the Intelligent Distributed Computing VIII, 2014

Time-Frequency Social Data Analytics for Understanding Social Big Data.
Proceedings of the Intelligent Distributed Computing VIII, 2014

Extending HITS Algorithm for Ranking Locations by Using Geotagged Resources.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

Event Detection from Social Data Stream Based on Time-Frequency Analysis.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

Toward matching the relation instantiation from DBpedia ontology to Wikipedia text: fusing FrameNet to Korean.
Proceedings of the 10th International Conference on Semantic Systems, 2014

Item-Based Collaborative Filtering with Attribute Correlation: A Case Study on Movie Recommendation.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2012
Beating Social Pulse: Understanding Information Propagation via Online Social Tagging Systems.
J. Univers. Comput. Sci., 2012

Understanding Information Propagation on Online Social Tagging Systems: A Case Study on Flickr.
Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012

2011
Preference-based user rate correction process for interactive recommendation systems.
Proceedings of the iiWAS'2011, 2011

2010
A Semantic Wiki Framework for Reconciling Conflict Collaborations Based on Selecting Consensus Choice.
J. Univers. Comput. Sci., 2010

2009
Dynamic Packet Balancing Agent in MANETs Based on AOMDV.
Proceedings of the First Asian Conference on Intelligent Information and Database Systems, 2009

2000
Korean text summarization using an aggregate similarity.
Proceedings of the Fifth International Workshop on Information Retrieval with Asian Languages, 2000, Hong Kong, China, September 30, 2000


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