Article

Singh, Ravinder, Subramani, Sudha ORCID: 0000-0002-8102-0278, Du, Jiahua, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Hua ORCID: 0000-0002-8465-0996, Miao, Yuan ORCID: 0000-0002-6712-3465 and Ahmed, Khandakar ORCID: 0000-0003-1043-2029 (2023) Antisocial behavior identification from Twitter feeds using traditional machine learning algorithms and deep learning. ICST Transactions on Scalable Information Systems, 10 (4). ISSN 2032-9407

Du, Jiahua, Rong, Jia ORCID: 0000-0002-9462-3924, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2021) Neighbor-aware review helpfulness prediction. Decision Support Systems, 148. ISSN 0167-9236 (In Press)

Singh, Ravinder, Subramani, Sudha ORCID: 0000-0002-8102-0278, Du, Jiahua, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Hua ORCID: 0000-0002-8465-0996, Ahmed, Khandakar ORCID: 0000-0003-1043-2029 and Chen, Zhenxiang ORCID: 0000-0002-4948-3803 (2020) Deep Learning for Multi-Class Antisocial Behavior Identification From Twitter. IEEE Access, 8. pp. 194027-194044. ISSN 2169-3536

Du, Jiahua, Zheng, Liping, He, Jiantao, Rong, Jia ORCID: 0000-0002-9462-3924, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2020) An Interactive Network for End-to-End Review Helpfulness Modeling. Data Science and Engineering, 5 (3). pp. 261-279. ISSN 2364-1185

Du, Jiahua, Rong, Jia ORCID: 0000-0002-9462-3924, Michalska, Sandra, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2019) Feature selection for helpfulness prediction of online product reviews: an empirical study. PLoS ONE, 14 (12). ISSN 1932-6203

Rong, Jia ORCID: 0000-0002-9462-3924, Michalska, Sandra, Subramani, Sudha ORCID: 0000-0002-8102-0278, Du, Jiahua and Wang, Hua ORCID: 0000-0002-8465-0996 (2019) Deep learning for pollen allergy surveillance from twitter in Australia. BMC Medical Informatics and Decision Making, 19. ISSN 1472-6947

Du, Jiahua, Michalska, Sandra, Subramani, Sudha ORCID: 0000-0002-8102-0278, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2019) Neural attention with character embeddings for hay fever detection from twitter. Health Information Science and Systems, 7. ISSN 2047-2501

Subramani, Sudha ORCID: 0000-0002-8102-0278, Michalska, Sandra, Wang, Hua ORCID: 0000-0002-8465-0996, Du, Jiahua, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Shakeel, H (2019) Deep Learning for Multi-Class Identification from Domestic Violence Online Posts. IEEE Access, 7. pp. 46210-46224. ISSN 2169-3536

Qi, Shanshan, Wong, Cora Un In Wong, Chen, Ning, Rong, Jia ORCID: 0000-0002-9462-3924 and Du, Jiahua (2018) Profiling Macau cultural tourists by using user-generated content from online social media. Information Technology and Tourism, 20 (1-4). pp. 217-236. ISSN 1098-3058

Conference or Workshop Item

Du, Jiahua, Rong, Jia ORCID: 0000-0002-9462-3924, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2019) Helpfulness Prediction for Online Reviews with Explicit Content-Rating Interaction. In: 20th International Conference on Web Information Systems Engineering (WISE 2019), 26 Nov 2019- 30 Nov 2019, Hong Kong, China.

Singh, Ravinder, Du, Jiahua, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Hua ORCID: 0000-0002-8465-0996, Miao, Yuan, Ameri Sianaki, Omid ORCID: 0000-0001-8289-3452 and Ulhaq, Anwaar ORCID: 0000-0002-5145-7276 (2019) A Framework for Early Detection of Antisocial Behavior on Twitter Using Natural Language Processing. In: 13th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS-2019), 3 July 2019-5 July 2019, Sydney, NSW.

Kou, Jiaying, Fu, X, Du, Jiahua, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Geordie Z (2018) Understanding Housing Market Behaviour from a Microscopic Perspective. In: 2018 27th International Conference on Computer Communication and Networks (ICCCN), 30 Jul 2018 - 2 Aug 2018, Hangzhou, China.

Du, Jiahua and He, Jing (2017) Proportioning documents over categories based on word embeddings. In: ACSW 2017 Australasian Computer Science Week Multiconference 2017, 30 January 2017-03 February 2017, Geelong, Australia.

Thesis

Du, Jiahua (2020) Advanced Review Helpfulness Modeling. PhD thesis, Victoria University.