Results 91 to 100 of about 3,644,444 (342)

Prominent User Segments in Online Consumer Recommendation Communities: Capturing Behavioral and Linguistic Qualities with User Comment Embeddings

Information
Online conversation communities have become an influential source of consumer recommendations in recent years. We propose a set of meaningful user segments which emerge from user embedding representations, based exclusively on comments’ text input.
Apostolos Skotis, Christos Livas
doaj   +1 more source

Toward Word Embedding for Personalized Information Retrieval

, 2016
This paper presents preliminary works on using Word Embedding (word2vec) for query expansion in the context of Personalized Information Retrieval. Traditionally, word embeddings are learned on a general corpus, like Wikipedia.
Gery, Mathias, Mulhem, Philippe, Ould-Amer, Nawal   +2 more
core   +1 more source

Don't Worry About Her; Intersectionality, and the Role of Systems and Structures in the Embodied Experiences of Young Women's Use of Violence

Australian Journal of Social Issues, EarlyView.
ABSTRACT Systems and structures designed to protect and support young people, specifically (in this paper) young women, are ironically the same systems that maintain gender disparity. Consequently, this has influenced the embodied identities of young women who experience and use violence. Such systemic and structural intersectionality has impacted upon
Louise Rak, Tamara Blakemore, Elsie Randall, Meaghan Katrak Harris   +3 more
wiley   +1 more source

Enhanced Transformer-BLSTM Model for Classifying Sentiment of User Comments on Movies and Books

IEEE Access
Classifying the sentiment of user comments on a website is a crucial task within Natural Language Processing (NLP). Conducting sentiment analysis can aid businesses in gaining a more profound comprehension and examination of users’ emotional ...
Yun Lin, Tundong Liu
doaj   +1 more source

Understanding the Housing and Support Experience of People With Complex Disability in Australia: A Qualitative Analysis of Submissions to the Disability Royal Commission

Australian Journal of Social Issues, EarlyView.
ABSTRACT In 2019, the Australian government established the Royal Commission into Violence, Abuse, Neglect and Exploitation of People with Disability (‘Disability Royal Commission’, DRC) to investigate widespread mistreatment of people with disability. Nearly 10,000 people with disability, their families and supporters engaged with the DRC.
Kate D'Cruz, Fiona Carey, Libby Witts, Jessie Spence, Peter Mulherin, Megan Topping, Di Winkler, Jacinta Douglas   +7 more
wiley   +1 more source

Prototypical Graph Contrastive Learning for Recommendation

Applied Sciences
Data sparsity caused by limited interactions makes it challenging for recommendation to accurately capture user preferences. Contrastive learning effectively alleviates this issue by enriching embedding information through the learning of diverse ...
Tao Wei, Changchun Yang, Yanqi Zheng
doaj   +1 more source

Participatory Policy Development: Reflections on Designing the Strong Roots for Our Futures Program in Victoria

Australian Journal of Social Issues, EarlyView.
ABSTRACT In this paper, we trace the journey to create the Strong Roots for our Futures Program, a government program to resource and support Traditional Owners to undertake a range of activities in areas where no state recognition existed. We provide a background to state recognition in Victoria before considering the program design, leading to an ...
Nell Reidy, Bhiamie Williamson, Jesse Williams   +2 more
wiley   +1 more source

Supported Decision‐Making Rights in Behaviour Support Policies

Australian Journal of Social Issues, EarlyView.
ABSTRACT Disability policy emphasises that people with disability have the right to exercise their will and preferences in their lives, and decision‐making support must be provided to realise this right if they request. One context in which people's will and preferences are often restricted is behaviour support.
Sally Robinson, Karen R. Fisher, Julian Laurens, Alinka Fisher, Sabrina Forte, Katrina Reschke, Rosemary Kayess   +6 more
wiley   +1 more source

Semantic Clustering-Based Deep Hypergraph Model for Online Reviews Semantic Classification in Cyber-Physical-Social Systems

IEEE Access, 2018
Sentiment classification of online reviews is playing an increasingly important role for both consumers and businesses in cyber-physical-social systems.
Xu Yuan, Mingyang Sun, Zhikui Chen, Jing Gao, Peng Li   +4 more
doaj   +1 more source

Building a Culture of Voice and Agency for Aboriginal Children in Out‐of‐Home Care: A Review of Policy in New South Wales and Victoria

Australian Journal of Social Issues, EarlyView.
ABSTRACT Aboriginal children and young people in out‐of‐home care (OOHC), like all children and young people, have a fundamental right to be involved in decisions that affect them, to be afforded the opportunity for a voice, and to have that voice taken seriously.
Bradley Burns, Rebekah Grace, Scott Avery   +2 more
wiley   +1 more source