Basic Information
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Name：Qian, Yang |
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Gender：Male |
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Discipline：E-Business and E-Commerce |
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Professional Title：Instructor |
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E-mail：soberqian@hfut.edu.cn |
Personal Introduction
Dr. QIAN Yang, male, native of Huaiyuan County, Bengbu City, Anhui Province, holds a doctor's degree in management, and is a lecturer in the School of Management, HFUT. His research interests include e-commerce, personalized recommendation, data mining (probabilistic graph models, and processing methods of text, image, video, etc. for deep learning). His research results have been published in European Journal of Operational Research, Decision Support Systems, ACM Transactions on Knowledge Discovery from Data, Information Processing & Management, World Wide Web, and other mainstream academic journals and conferences. He has one technical book, Network Data Collection Technology, published by Publishing House of Electronics Industry and one academic monograph, Data-driven Personalized Marketing Theory and Methodology, published by China Science Publishing & Media Ltd.. He has been granted three software copyrights and several patents. He has developed one enterprise standard (which has been issued).
Work Experience
Hefei University of Technology, China Jan 2021 to present
Education Background
Doctor Hefei University of Technology 2020
Bachelor Hefei University of Technology 2015
Awards Received
None
Intellectual Contribution
Journal Articles
1.A deep interpretable representation learning method for speech emotion recognition,INFORMATION PROCESSING & MANAGEMENT,2023-11-30
2.Why some products compete and others don't: A competitive attribution model from customer perspective,DECISION SUPPORT SYSTEMS,2023-06-30
3.A novel label-based multimodal topic model for social media analysis,DECISION SUPPORT SYSTEMS,2023-01-31
4.Popularity prediction for marketer-generated content: A text-guided attention neural network for multi-modal feature fusion,INFORMATION PROCESSING & MANAGEMENT,2022-07-01
5.Network Public Opinion Detection During the Coronavirus Pandemic: A Short-Text Relational Topic Model,ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA,2022-06-01
6.Using favorite data to analyze asymmetric competition: Machine learning models,EUROPEAN JOURNAL OF OPERATIONAL RESEARCH,2020-12-01
7.Segmenting market structure from multi-channel clickstream data: a novel generative model,ELECTRONIC COMMERCE RESEARCH,2020-09-01
8.Detecting topic-level influencers in large-scale scientific networks,WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS,2020-03-01
Conference Paper
1.Helpfulness Prediction for VR Application Reviews: Exploring Topic Signals for Causal Inference,2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct),2022-12-15
2.Explore and Interpret the Correlations Among VR Applications,2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct),2022-12-15
3.Identification of Key Features for VR Applications with VREVIEW: A Topic Model Approach,IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR),2022-03-12
4.Research on Competitor Recognition Based on Bacterial Foraging Optimization,The 13th (2018) Annual Conference of China Management,2018-11-03
Project
1.Services of technical support for data fusion and analysis of cross-system graphs,2023-08-22,2023-12-20
2.Services of technical support for data business permission system,2022-12-26,2023-03-30
3.Research on Optimization of Recommendation Systems for Deviation Loop Effects,2022-04-01,2023-12-31
4.Research on Personalized Recommendation Optimization Method based on Substitute Network with Inventory Constraints,2022-01-01,2024-12-31
5.Research on Analysis Method for Product Competition Driven by Multisource Network Data,2021-05-01,2023-04-30
Patents
1.Method and system for recognizing short text topics 1,2023-04-01
2.Method and system for predicting users' personalized demands ,2022-09-30
3.Complementary product recommendation method integrating scene images generated by users and personalized preferences,2022-09-13
4.Non-contact data analyzer for physical and mental health ,2022-09-06
5.Scientific and technological big data evaluation system,Software Copyright,2022-01-25
6.Intelligent recommendation methods, systems, and storage media based on truck-cargo matching,The invention,2021-08-10
7.Short text topic recognition methods and systems,The invention,2021-06-11
8.Automotive brand management system,Software Copyright,2021-05-06
9.Network video patch advertising playback method and system,The invention,2021-03-23
10.Acquisition methods and systems for high-impact users at the topic level,The invention,2021-02-26
11.Analysis system for TopicModel4J text preprocessing and topic modeling,Software Copyright,2021-01-22
12.Niche product recommendation methods and devices based on Bayesian regression,The invention,2020-12-15
Monograph
1.Network Data Collection Technology: Java web crawler Practice,PUBLISHING HOUSE OF ELECTRONICS INDUSTRY,2020-01-01
Awards
1.National College Student E-commerce "Innovation, Creativity, and Entrepreneurship" Challenge,Provincial level,2022-06-30
Courses Taught
Course Design of Big Data Mining Practice--Undergraduate Teaching
Big Data Mining Practice--Undergraduate Teaching
