Stacking-Based Ensemble Learning of Self-Media Data for Marketing Intention Detection

Stacking-Based Ensemble Learning of Self-Media Data for Marketing Intention Detection

Social network services for self-media, such as Weibo, Blog, and WeChat Public, constitute a powerful medium that allows users to publish posts every day. Due to insufficient information transparency, malicious marketing of the Internet from self-media posts imposes potential harm on society. Theref...

Full description

Bibliographic Details
Main Authors:	Yufeng Wang, Shuangrong Liu, Songqian Li, Jidong Duan, Zhihao Hou, Jia Yu, Kun Ma
Format:	Article
Language:	English
Published:	MDPI AG 2019-07-01
Series:	Future Internet
Subjects:	marketing intention feature extraction ensemble learning
Online Access:	https://www.mdpi.com/1999-5903/11/7/155

Similar Items

FCNN-SE: An Intrusion Detection Model Based on a Fusion CNN and Stacked Ensemble
by: Chen Chen, et al.
Published: (2022-08-01)

A Text-Driven Aircraft Fault Diagnosis Model Based on Word2vec and Stacking Ensemble Learning
by: Shenghan Zhou, et al.
Published: (2021-11-01)

Chinese Dialogue Intention Classification Based on Multi-Model Ensemble
by: Manshu Tu, et al.
Published: (2019-01-01)

Remote Sensing Image Classification Based on Ensemble Extreme Learning Machine With Stacked Autoencoder
by: Fei Lv, et al.
Published: (2017-01-01)

Forecasting the Risk Factor of Frontier Markets: A Novel Stacking Ensemble of Neural Network Approach
by: Mst. Shapna Akter, et al.
Published: (2022-08-01)

Recognition of Cross-Language Acoustic Emotional Valence Using Stacked Ensemble Learning
by: Kudakwashe Zvarevashe, et al.
Published: (2020-09-01)

Stacked Ensemble for Bioactive Molecule Prediction
by: Olutomilayo Olayemi Petinrin, et al.
Published: (2019-01-01)

Classifier Ensembles Using Structural Features For Spammer Detection In Online Social Networks
by: Abulaish Muhammad, et al.
Published: (2015-06-01)

Stacking-ac4C: an ensemble model using mixed features for identifying n4-acetylcytidine in mRNA
by: Li-Liang Lou, et al.
Published: (2023-11-01)

SE‐Swin: An improved Swin‐Transfomer network of self‐ensemble feature extraction framework for image retrieval
by: Yixuan Xu, et al.
Published: (2024-01-01)

MFDroid: A Stacking Ensemble Learning Framework for Android Malware Detection
by: Xusheng Wang, et al.
Published: (2022-03-01)

Social media marketing, functional branding strategy and intentional branding
by: Mohammad Fahmi Al-Zyoud
Published: (2018-07-01)

Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme
by: Venkatachalam Kandasamy, et al.
Published: (2021-11-01)

Framework for the Ensemble of Feature Selection Methods
by: Maritza Mera-Gaona, et al.
Published: (2021-09-01)

Ensemble Improved Permutation Entropy: A New Approach for Time Series Analysis
by: Zhe Chen, et al.
Published: (2023-08-01)

The Effect of Social Media Marketing and Influencer Endorser on Purchase Intention
by: Nabilla Putri Nofela, et al.
Published: (2022-08-01)

Stacking ensemble learning with heterogeneous models and selected feature subset for prediction of service trust in internet of medical things
by: Junyu Ren, et al.
Published: (2023-03-01)

Compiler Optimization Parameter Selection Method Based on Ensemble Learning
by: Hui Liu, et al.
Published: (2022-08-01)

Technical Report: Building a Neural Ensemble Decoder by Extracting Features Shared Across Multiple Populations
by: Chang, Chia-Jung
Published: (2019)

Ensemble classification method for daily return stock market
by: Meilany Nonsi Tentua, et al.
Published: (2021-10-01)

Link Prediction in Complex Networks Using Recursive Feature Elimination and Stacking Ensemble Learning
by: Tao Wang, et al.
Published: (2022-08-01)

Ensemble Learning of Hybrid Acoustic Features for Speech Emotion Recognition
by: Kudakwashe Zvarevashe, et al.
Published: (2020-03-01)

Neural Correlation of EEG and Eye Movement in Natural Grasping Intention Estimation
by: Chengyu Lin, et al.
Published: (2023-01-01)

Building façade element extraction based on multidimensional virtual semantic feature map ensemble learning and hierarchical clustering
by: Rongchun Zhang, et al.
Published: (2022-11-01)

A novel ensemble learning method for crop leaf disease recognition
by: Yun He, et al.
Published: (2024-01-01)

BRAND IMAGE MEDIATES THE INFLUENCE OF SOCIAL MEDIA MARKETING ON REPURCHASE INTENTIONS
by: Oka I.A.K.Z.B., et al.
Published: (2024-01-01)

Ensemble Regression Decision Trees-based lncRNA-disease Association Prediction
by: REN Shou-peng, LI Jin, WANG Jing-ru, YUE Kun
Published: (2022-02-01)

THE INFLUENCE OF SOCIAL MEDIA MARKETING ON ONLINE STORE PURCHASE INTENTION BASED ON CONSUMER TRUST
by: Handra T., et al.
Published: (2022-05-01)

A Stacking Ensemble Deep Learning Model for Building Extraction from Remote Sensing Images
by: Duanguang Cao, et al.
Published: (2021-09-01)

An Ensemble Transfer Learning Model for Detecting Stego Images
by: Dina Yousif Mikhail, et al.
Published: (2023-06-01)

Ensemble Approach for Detection of Depression Using EEG Features
by: Egils Avots, et al.
Published: (2022-01-01)

Comparative Analysis of Low-Dimensional Features and Tree-Based Ensembles for Malware Detection Systems
by: Seoungyul Euh, et al.
Published: (2020-01-01)

The Effect of Synergistic Approaches of Features and Ensemble Learning Algorithms on Aboveground Biomass Estimation of Natural Secondary Forests Based on ALS and Landsat 8
by: Chunyu Du, et al.
Published: (2021-09-01)

A Novel Stacked Ensemble for Hate Speech Recognition
by: Mona Khalifa A. Aljero, et al.
Published: (2021-12-01)

Role of Social Media Marketing Activities in Influencing Customer Intentions: A Perspective of a New Emerging Era
by: Khalid Jamil, et al.
Published: (2022-01-01)

A Boosting-Based Hybrid Feature Selection and Multi-Layer Stacked Ensemble Learning Model to Detect Phishing Websites
by: Lakshmana Rao Kalabarige, et al.
Published: (2023-01-01)

Ensemble of Multiple Classifiers for Multilabel Classification of Plant Protein Subcellular Localization
by: Warin Wattanapornprom, et al.
Published: (2021-03-01)

Weighted Cluster Ensemble Based on Partition Relevance Analysis With Reduction Step
by: Nejc Ilc
Published: (2020-01-01)

A novel evolutionary ensemble prediction model using harmony search and stacking for diabetes diagnosis
by: Zaiheng Zhang, et al.
Published: (2024-01-01)

Attention-Based Ensemble Network for Effective Breast Cancer Classification over Benchmarks
by: Su Myat Thwin, et al.
Published: (2024-01-01)