Process-Aware Enterprise Social Network Prediction and Experiment Using LSTM Neural Network Models

Process-Aware Enterprise Social Network Prediction and Experiment Using LSTM Neural Network Models

Process mining that exploits system event logs provides significant information regarding operating events in an organization. By discovering process models and analyzing social network metrics created throughout the operation of the information system, we can better understand the roles of performe...

Full description

Bibliographic Details
Main Authors:	Dinh-Lam Pham, Hyun Ahn, Kyoung-Sook Kim, Kwanghoon Pio Kim
Format:	Article
Language:	English
Published:	IEEE 2021-01-01
Series:	IEEE Access
Subjects:	Process mining long short-term memory neural network process-aware enterprise social network next event prediction
Online Access:	https://ieeexplore.ieee.org/document/9399143/

Similar Items

Research on Network Security Situation Awareness Based on the LSTM-DT Model
by: Haofang Zhang, et al.
Published: (2021-07-01)

Sequential Fault Diagnosis Based on LSTM Neural Network
by: Haitao Zhao, et al.
Published: (2018-01-01)

Human activity prediction using saliency-aware motion enhancement and weighted LSTM network
by: Zhengkui Weng, et al.
Published: (2021-01-01)

Fault classification on transmission line using LSTM network
by: Abidin, A.F, et al.
Published: (2020)

Payload-Based Traffic Classification Using Multi-Layer LSTM in Software Defined Networks
by: Hyun-Kyo Lim, et al.
Published: (2019-06-01)

Organizational Closeness Centralities of Workflow-Supported Performer-to-Activity Affiliation Networks
by: Hyun Ahn, et al.
Published: (2021-01-01)

A Short-Term Load Forecasting Method Using Integrated CNN and LSTM Network
by: Shafiul Hasan Rafi, et al.
Published: (2021-01-01)

Al-Quran recitation verification for memorization test using Siamese LSTM network
by: Rian Adam Rajagede, et al.
Published: (2021-07-01)

Realization of LSTM Based Cognitive Radio Network
by: Valluru, Aravind-Deshikh
Published: (2019)

Short-Term Prediction of Bus Passenger Flow Based on a Hybrid Optimized LSTM Network
by: Yong Han, et al.
Published: (2019-08-01)

LSTM Fully Convolutional Networks for Time Series Classification
by: Fazle Karim, et al.
Published: (2018-01-01)

Hybrid LSTM Neural Network for Short-Term Traffic Flow Prediction
by: Yuelei Xiao, et al.
Published: (2019-03-01)

Multidimensional CNN-LSTM Network for Automatic Modulation Classification
by: Na Wang, et al.
Published: (2021-07-01)

Insights Into LSTM Fully Convolutional Networks for Time Series Classification
by: Fazle Karim, et al.
Published: (2019-01-01)

An Experimental Analytics on Discovering Work Transference Networks from Workflow Enactment Event Logs
by: Hyun Ahn, et al.
Published: (2019-06-01)

Automatic Modulation Recognition Based on a DCN-BiLSTM Network
by: Kai Liu, et al.
Published: (2021-02-01)

Short-Term Load Forecasting Based on Deep Learning Bidirectional LSTM Neural Network
by: Changchun Cai, et al.
Published: (2021-09-01)

A Clutter Suppression Method Based on LSTM Network for Ground Penetrating Radar
by: Geng, J., et al.
Published: (2022)

ECT-LSTM-RNN: An Electrical Capacitance Tomography Model-Based Long Short-Term Memory Recurrent Neural Networks for Conductive Materials
by: Wael Deabes, et al.
Published: (2021-01-01)

Automated Essay Scoring: A Siamese Bidirectional LSTM Neural Network Architecture
by: Guoxi Liang, et al.
Published: (2018-12-01)

LSTM-CGAN: Towards Generating Low-Rate DDoS Adversarial Samples for Blockchain-Based Wireless Network Detection Models
by: Zengguang Liu, et al.
Published: (2021-01-01)

A distributed framework for situation awareness on camera networks
by: Hong, Kirak
Published: (2014)

An Optimized Heterogeneous Structure LSTM Network for Electricity Price Forecasting
by: Siyu Zhou, et al.
Published: (2019-01-01)

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks
by: Rui Zhao, et al.
Published: (2017-01-01)

Forecasting the Short-Term Metro Ridership With Seasonal and Trend Decomposition Using Loess and LSTM Neural Networks
by: Dewang Chen, et al.
Published: (2020-01-01)

Short-Term Non-Residential Load Forecasting Based on Multiple Sequences LSTM Recurrent Neural Network
by: Runhai Jiao, et al.
Published: (2018-01-01)

A Directed Acyclic Graph Network Combined With CNN and LSTM for Remaining Useful Life Prediction
by: Jialin Li, et al.
Published: (2019-01-01)

Wind Speed Forecasting Method Using EEMD and the Combination Forecasting Method Based on GPR and LSTM
by: Yuansheng Huang, et al.
Published: (2018-10-01)

Enhancing Bitcoin Price Fluctuation Prediction Using Attentive LSTM and Embedding Network
by: Yang Li, et al.
Published: (2020-07-01)

A Cloud Server Oriented FPGA Accelerator for LSTM Recurrent Neural Network
by: Jun Liu, et al.
Published: (2019-01-01)

A Multi-Task Group Bi-LSTM Networks Application on Electrocardiogram Classification
by: Qiu-Jie Lv, et al.
Published: (2020-01-01)

Using a Long Short-Term Memory Recurrent Neural Network (LSTM-RNN) to Classify Network Attacks
by: Pramita Sree Muhuri, et al.
Published: (2020-05-01)

LSTM Neural Network Based Forecasting Model for Wheat Production in Pakistan
by: Sajjad Ali Haider, et al.
Published: (2019-02-01)

Fault Diagnosis of Wind Turbine Gearbox Based on the Optimized LSTM Neural Network with Cosine Loss
by: Aijun Yin, et al.
Published: (2020-04-01)

Prediction of Rainfall Using Intensified LSTM Based Recurrent Neural Network with Weighted Linear Units
by: S. Poornima, et al.
Published: (2019-10-01)

Predicting Future Locations with Deep Fuzzy-LSTM Network
by: LI Mingxiao, et al.
Published: (2018-12-01)

Abnormal Gait Recognition Algorithm Based on LSTM-CNN Fusion Network
by: Jing Gao, et al.
Published: (2019-01-01)

Application of Long Short-Term Memory (LSTM) Neural Network for Flood Forecasting
by: Xuan-Hien Le, et al.
Published: (2019-07-01)

ENERGY AWARE NETWORK: BAYESIAN BELIEF NETWORKS BASED DECISION MANAGEMENT SYSTEM
by: Santosh Kumar Chaudhari, et al.
Published: (2011-06-01)

A LSTM Based Model for Personalized Context-Aware Citation Recommendation
by: Libin Yang, et al.
Published: (2018-01-01)

Cannot write session to /tmp/vufind_sessions/sess_ug90poln8daea98m2ir8qj6hta