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2024

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Performing Britishness: Identity And Popular Music Tribute Shows In Perth, Western Australia, Colin Outhwaite Jan 2024

Performing Britishness: Identity And Popular Music Tribute Shows In Perth, Western Australia, Colin Outhwaite

Theses: Doctorates and Masters

This research investigates how and why individuals use popular music tribute shows to construct individual and collective identities within the British expatriate community in Perth, Western Australia. Popular music tribute shows involve recontextualised performances of past musical works and rely on shared first-hand or vicarious experiences between musicians and audiences. By examining how individuals and groups use music as a means for strengthening and maintaining cultural identity, the research investigates how musical activity is both a result and influence on the construction and perpetuation of a symbolic and temporal identity group that revolves around shared tastes and experiences.


Western Australian Mothers' Experiences Of Breastfeeding Support In Hospital After Birth: A Mixed Methods Study, Justine Van Der Watt Jan 2024

Western Australian Mothers' Experiences Of Breastfeeding Support In Hospital After Birth: A Mixed Methods Study, Justine Van Der Watt

Theses: Doctorates and Masters

Background: The benefits of breastfeeding are well established for infants, mothers and the community, with the World Health Organisation recommending that infants be exclusively breastfed up to six months of age with an achievable goal of 70% globally. Yet in Australia only 15-37% may be reaching that goal. There have also been reported benefits and desires for mothers to be supported with their breastfeeding in order to increase and prolong breastfeeding duration and exclusivity, especially early after birth. However, there is limited research or literature exploring what experiences mothers are having with breastfeeding support, especially during their hospital admissions in …


Slow Choreographies: Addressing Everyday Sexisms In Australian Universities Through Embodied Creative Methods, Emma Fishwick Jan 2024

Slow Choreographies: Addressing Everyday Sexisms In Australian Universities Through Embodied Creative Methods, Emma Fishwick

Theses: Doctorates and Masters

Everyday sexisms within Australian universities are like shape shifters that move between bodies, hide inside policies and behind closed doors. This interdisciplinary research project examines how a slow choreographic methodology enables embodied creative processes to give social phenomena a tangible dimension. Centrally situated within an Australian Research Council Discovery Project, Understanding and Addressing Everyday Sexisms in Australian Universities (Everyday Sexisms), this research project thickens, extends, and informs the development of the Everyday Sexisms’ methods and findings in two ways. First, by highlighting how bodies, movement, and objects are involved in the choreography of institutional everyday sexisms. Secondly, by utilising creative …


Prevalence Trends Of Foodborne Pathogens, Bacillus Cereus, Non Stec Escherichia Coli And Staphylococcus Aureus In Ready-To-Eat Foods Sourced From Restaurants, Cafés, Catering And Takeaway Food Premises, Nicole Foxcroft Jan 2024

Prevalence Trends Of Foodborne Pathogens, Bacillus Cereus, Non Stec Escherichia Coli And Staphylococcus Aureus In Ready-To-Eat Foods Sourced From Restaurants, Cafés, Catering And Takeaway Food Premises, Nicole Foxcroft

Theses: Doctorates and Masters

The foodborne pathogens of Bacillus cereus (B. cereus), non STEC Escherichia coli (non STEC E. coli) and Staphylococcus aureus (S. aureus) are currently non-notifiable in Australia unless attributed to a food poisoning outbreak. Due to the lack of data around individual cases and isolations in foods, any changes in prevalence may go undetected. The aim of the study was to determine any changes in prevalence of B. cereus, non STEC E. coli and S. aureus in ready-to-eat foods (RTE) sampled from Western Australian restaurants, cafés, catering facilities, and takeaway food premises during the period July 2009 to June 2022. The …


A Wreck Of Seabirds: Entrapment And Isolation Within The Australian Coastal Gothic Landscape, Karleah May Olson Jan 2024

A Wreck Of Seabirds: Entrapment And Isolation Within The Australian Coastal Gothic Landscape, Karleah May Olson

Theses: Doctorates and Masters

This thesis explores the concepts of entrapment and isolation as they relate to the Australian Gothic literary mode and coastal landscapes. It does so through a creative work, a novel entitled A Wreck of Seabirds, and an accompanying exegesis, which examines these concepts alongside the shift of the Gothic to Australian landscapes and ultimately to coastal settings, and their representation in fiction. It examines ways in which elements and tropes of the Gothic are utilized in Australian Coastal fiction, particularly through depictions and metaphors of entrapment and isolation. A Wreck of Seabirds is an Australian Coastal Gothic novel set in …


Spatial And Temporal Variation In Population Genetic Diversity In Seagrasses And The Implications For Resilience, Anna Maria Frouws Jan 2024

Spatial And Temporal Variation In Population Genetic Diversity In Seagrasses And The Implications For Resilience, Anna Maria Frouws

Theses: Doctorates and Masters

Seagrass ecosystems are highly productive and fulfil vital roles in the coastal environment as ecosystem engineers and keystone species. Unfortunately, anthropogenic pressures have resulted in a significant loss of seagrass habitat and associated ecosystem services. The complex and unpredictable nature of these pressures, and their increasing extent and intensity globally, makes resilience-based ecosystem management a valuable approach. Resilience-based management requires knowledge on processes enhancing ecosystem resilience and on actions supporting these processes. Genetic diversity, which is the allelic variation among individuals of a population, has been recognised as one of the pillars of resilient ecosystems. Genetic diversity within a population …


Enhancing Resilience In The Australian Security Vetting Process: Application Of The Psycho-Social Resources For Resilience Scale – Vetting (Prrs-V), Alan James Jnr Davies Jan 2024

Enhancing Resilience In The Australian Security Vetting Process: Application Of The Psycho-Social Resources For Resilience Scale – Vetting (Prrs-V), Alan James Jnr Davies

Theses: Doctorates and Masters

The disclosure or leaking of classified information by a trusted insider is an ongoing challenge for the national security apparatus in Australia and globally (Auditor General, 2018; Scott, 2020). In an effort to ensure that those with access to sensitive information will not disclose it, the Australian Government has a security vetting process. The Australian security vetting process measures a person's integrity by conducting a 'whole of person' assessment against several suitability indicators. In 2015, the Australian Government added resilience as a suitability indicator to its prescribed guidance on personnel security vetting, the Personnel Security Eligibility and Suitability of Personnel …


Transformative Career Theory: A Grounded Theory Study Into The Long-Term Careers Of Australian Youth Workers, John Sutcliffe Jan 2024

Transformative Career Theory: A Grounded Theory Study Into The Long-Term Careers Of Australian Youth Workers, John Sutcliffe

Theses: Doctorates and Masters

This study explores the long-term careers of professional youth workers in Australia with the aim of developing a relevant theory of career grounded in their experiences. Despite the importance of youth work, only a small number of studies has been undertaken on youth work careers both in Australia and internationally. Previous research by the author in 2021 contributed to understanding the long-term youth work career for graduate youth workers in Western Australia, but further data are needed to build a transferable theory or framework. The research problem is clear: what does a career in youth work entail and how can …


Shifting Soil Fungal Communities In Response To Fire And Weed Management In Urban Banksia Woodlands, Aaron Justin Brace Jan 2024

Shifting Soil Fungal Communities In Response To Fire And Weed Management In Urban Banksia Woodlands, Aaron Justin Brace

Theses: Doctorates and Masters

This research aims to fill the knowledge gap in soil fungi in the Banksia woodland and emphasizes considering holistic ecosystem dynamics in invasive species management strategies. This is accomplished by surveying soil fungi under different fire regime across the Swan Coastal Plain, and within both in and ex situ herbicide application trials. This is the first such study to investigate the fungal component of the Banksia woodland so thoroughly. Chapter 2 quantified and analysed changes in soil fungal community composition and functional groups over a 50-year fire chronosequence in fire-prone Banksia woodland in southwestern Australia. Effects were variable, but fungal …


Coordinating The Telematic Music Performance Experience With Telemidi: Synchronising Nodes, Enhancing Musicality, And Delivering Simultaneity, Matthew Clive Bray Jan 2024

Coordinating The Telematic Music Performance Experience With Telemidi: Synchronising Nodes, Enhancing Musicality, And Delivering Simultaneity, Matthew Clive Bray

Theses: Doctorates and Masters

The practice of Telematic Music Performance (TMP), a subset of Network Music Performance (NMP), enables geographically remote musicians to engage in real-time musical interplay, typically occurring over a Wide Area Network (WAN: the Internet). However, the transmission of data between remote collaborators introduces millisecond latencies that obstruct the nuance of traditional human-to-human musical intercourse, and consequentially, the music generated by TMP often lacks rudimentary degrees of syncopation. Reducing network latency has been a critical focal point for research in this field, wherein effective networks support low-latency, multi-modal data transmission to enhance sensations of immersion and telepresence for participants; the sense …


Verbal And Nonverbal Communicative Approaches Used By Reading Teachers To Foster Student Reading For Pleasure In Secondary School, Claire Patricia Smith Jan 2024

Verbal And Nonverbal Communicative Approaches Used By Reading Teachers To Foster Student Reading For Pleasure In Secondary School, Claire Patricia Smith

Theses: Doctorates and Masters

The benefits of reading for pleasure are diverse. As evidence supporting the value of reading for pleasure grows, so does its legitimacy as a catalyst for positive personal and cognitive development, and as a stand-alone subject in education. Reading for pleasure pedagogy (RfPP), distinct from reading instruction, is evolving in tandem with these findings. This pedagogy is predicated on the profile of a Reading Teacher (RT) as a reader who enjoys reading and is prepared to share their personal reading lives to teach their students to read for pleasure. However, this profile may be an ideal rather than the norm. …


Avip 1013 Private Pilot Ground School, Steelman Library Jan 2024

Avip 1013 Private Pilot Ground School, Steelman Library

Syllabus Repository

No abstract provided.


Avip 3023 Commercial Pilot Flight I Flight Training, Steelman Library Jan 2024

Avip 3023 Commercial Pilot Flight I Flight Training, Steelman Library

Syllabus Repository

No abstract provided.


Child Protection And Family Support: Experiences In A Seaside Resort, Thomas El-Hoss, Felicity Thomas, Felix Gradinger, Ms Susanne Hughes Jan 2024

Child Protection And Family Support: Experiences In A Seaside Resort, Thomas El-Hoss, Felicity Thomas, Felix Gradinger, Ms Susanne Hughes

Peninsula Medical School

Effective Early Help services are key to halting rising rates of children in care in the UK. Yet despite family support and child welfare interventions being unequally distributed across the country, the role of ‘place’ has received limited attention in the children's social care arena. This paper examines the connections between coastal challenges, Early Help and child welfare interventions, drawing on embedded research undertaken within a Local Authority on England's coast with elevated levels of children in care. We focus on families’ experiences raising children in a seaside resort area as well as professionals’ perspectives on the place-based challenges faced …


Physiological And Histological Effects Of Apigenin And Luteolin On Cytarabine Injected Rats, Omar N. Sultan, Ghada A. Taqa Jan 2024

Physiological And Histological Effects Of Apigenin And Luteolin On Cytarabine Injected Rats, Omar N. Sultan, Ghada A. Taqa

Baghdad Science Journal

The present study was undertaken to study the effect of apigenin and luteolin on physiological and histological changes in rats treated with cytarabine drugs. Thirty-five albino healthy male adult rats with equal age weighing 250 -300g were enrolled. Rats were randomly divided into seven groups according to the treatment. Group “1” was treated with normal saline and served as the control group. Groups “2,3 and 4” received cytarabine, apigenin, and luteolin respectively, while groups 5, 6, and 7 received a combination of “apigenin + cytarabine”, “luteolin + cytarabine”, and “apigenin + luteolin + cytarabine”, respectively. After one week of treatment, …


A New Approach For Developing Spectrophotometric Determination Of Phenylephrine Drug In Pure, Pharmaceutics And Serum Samples Using Sodium Periodate As Oxidizing Agent Via A Green Method Of Cfia/Merging Zone Technique, Shahad L. Hamed, Bushra B. Qassim Jan 2024

A New Approach For Developing Spectrophotometric Determination Of Phenylephrine Drug In Pure, Pharmaceutics And Serum Samples Using Sodium Periodate As Oxidizing Agent Via A Green Method Of Cfia/Merging Zone Technique, Shahad L. Hamed, Bushra B. Qassim

Baghdad Science Journal

The research involved a rapid, automated and highly accurate developed CFIA/MZ technique for estimation of phenylephrine hydrochloride (PHE) in pure, dosage forms and biological sample. This method is based on oxidative coupling reaction of 2,4-dinitrophenylhydrazine (DNPH) with PHE in existence of sodium periodate as oxidizing agent in alkaline medium to form a red colored product at ʎmax (520 nm). A flow rate of 4.3 mL.min-1 using distilled water as a carrier, the method of FIA proved to be as a sensitive and economic analytical tool for estimation of PHE. Within the concentration range of 5-300 μg.mL-1, a calibration curve was …


Molecular Identification Of Methylorubrum Extorquens Using Pcr-Amplified Mxaf Gene Fragments As A Molecular Marker, Anwar A. Maki, Asaad M. R. Al-Taee, Zeenah Weheed Atwan Jan 2024

Molecular Identification Of Methylorubrum Extorquens Using Pcr-Amplified Mxaf Gene Fragments As A Molecular Marker, Anwar A. Maki, Asaad M. R. Al-Taee, Zeenah Weheed Atwan

Baghdad Science Journal

Methylotrophs bacteria are ubiquitous, and they have the ability to consume single carbon (C1) which makes them biological conversion machines. It is the first study to find facultative methylotrophic bacteria in contaminated soils in Iraq. Conventional PCR was employed to amplify MxaF that encodes methanol dehydrogenase enzyme. DNA templates were extracted from bacteria isolated from five contaminated sites in Basra. The gene specific PCR detected Methylorubrum extorquens as the most dominant species in these environments. The ability of M. extorquens to degrade aliphatic hydrocarbons compound was tested at the laboratory. Within 7 days, gas chromatographic (GC) studies of remaining utilized …


Classification Of Arabic Alphabets Using A Combination Of A Convolutional Neural Network And The Morphological Gradient Method, Mouhssine El Atillah, Khalid El Fazazy, Jamal Riffi Jan 2024

Classification Of Arabic Alphabets Using A Combination Of A Convolutional Neural Network And The Morphological Gradient Method, Mouhssine El Atillah, Khalid El Fazazy, Jamal Riffi

Baghdad Science Journal

The field of Optical Character Recognition (OCR) is the process of converting an image of text into a machine-readable text format. The classification of Arabic manuscripts in general is part of this field. In recent years, the processing of Arabian image databases by deep learning architectures has experienced a remarkable development. However, this remains insufficient to satisfy the enormous wealth of Arabic manuscripts. In this research, a deep learning architecture is used to address the issue of classifying Arabic letters written by hand. The method based on a convolutional neural network (CNN) architecture as a self-extractor and classifier. Considering the …


Effect Of Nanocapsules And Extract Of Metarhizium Anisopliae In Inhibiting Acetylcholine Esterase Enzyme In Musca Domestica Larvae., Aliaa Abdul Aziz Hammed, Hazim Idan Al Shammari, Soolaf A Kathiar Jan 2024

Effect Of Nanocapsules And Extract Of Metarhizium Anisopliae In Inhibiting Acetylcholine Esterase Enzyme In Musca Domestica Larvae., Aliaa Abdul Aziz Hammed, Hazim Idan Al Shammari, Soolaf A Kathiar

Baghdad Science Journal

M. domestica is the most important insect that transmit pathogens for diseases in the world. The use of nanotechnology is eco-friendly method in control pests. The study aims to investigate the feasibility of bio-manufacturing nanocapsules of fungal secondary metabolites in order to improve the efficiency of metabolite and assess their inhibitory effect on the acetylcholine esterase enzyme in housefly larvae. An equal mixture of organic solvents, ethyl acetate and dichloromethane, was used to extract the metabolic products of the fungus M. anisopliae, (PEG4000) and chitosan was used in the preparation of nanocapsules. The results of the DLS granular size assay …


Semi-Analytical Assessment Of Magneto-Hydrodynamic Nano-Fluid Flow Jeffrey- Hamel Problem, Saja I Abdulridah, Abeer M Jasim Jan 2024

Semi-Analytical Assessment Of Magneto-Hydrodynamic Nano-Fluid Flow Jeffrey- Hamel Problem, Saja I Abdulridah, Abeer M Jasim

Baghdad Science Journal

In this paper, analyzing the non-dimensional Magnesium-hydrodynamics problem Using nanoparticles in Jeffrey-Hamel flow (JHF) has been studied. The fundamental equations for this issue are reduced to a three-order ordinary differential equation. The current project investigated the effect of the angles between the plates, Reynolds number, nanoparticles volume fraction parameter, and magnetic number on the velocity distribution by using analytical technique known as a perturbation iteration scheme (PIS). The effect of these parameters is similar in the converging and diverging channels except magnetic number that it is different in the divergent channel. Furthermore, the resulting solutions with good convergence and high …


Enhanced Photocatalytic Activity Of Cu2o/Zno/Go Nanocomposites On The Methylene Blue Degradation, Frikson Jony Purba, Zuriah Sitorus, Kerista Tarigan, Nurdin Siregar Jan 2024

Enhanced Photocatalytic Activity Of Cu2o/Zno/Go Nanocomposites On The Methylene Blue Degradation, Frikson Jony Purba, Zuriah Sitorus, Kerista Tarigan, Nurdin Siregar

Baghdad Science Journal

This study synthesized nanocomposite photocatalyst materials from a mixture of Cu2O nanoparticles, ZnO nanoparticles, and graphene oxide (GO) through coprecipitation and hydrothermal methods. This study aims to determine the optimum composition of Cu2O/ZnO/GO nanocomposites in degrading methylene blue. The nanocomposite was synthesized in two steps: 1 the synthesis of Cu2O and ZnO nanoparticles through the coprecipitation method and the preparation of GO through the modified Hummer method. 2 The preparation of Cu2O and ZnO nanoparticles mixtures with GO through the hydrothermal method to form Cu2O/ZnO/GO nanocomposites. The adsorption-photocatalysis process of methylene blue was done with UV light from a halogen …


Relationship Between Serum Nesfatin-1, Adiponectin, Resistin Concentration, And Obesity With Type 2 Diabetes Mellitus, Baydaa Ahmed Abed, Layla Othman Farhan, Ashgan Slman Dawood Jan 2024

Relationship Between Serum Nesfatin-1, Adiponectin, Resistin Concentration, And Obesity With Type 2 Diabetes Mellitus, Baydaa Ahmed Abed, Layla Othman Farhan, Ashgan Slman Dawood

Baghdad Science Journal

Diabetes mellitus caused by insulin resistance is prompted by obesity. Neuropeptide Nesfatin-1 was identified in several organs, including the central nervous system and pancreatic islet cells. Nesfatin-1 peptide appears to be involved in hypothalamic circuits that energy homeostasis and control food intake. Adiponectin is a plasma collagen-like protein produced by adipocytes that have been linked to the development of insulin resistance (IR), diabetes mellitus type 2 (DMT2), and cardiovascular disease (CVD). Resistin was first identified as an adipose tissue–specific hormone that was linked to obesity and diabetes. The aim of this study was to estimate the relationship between human serum …


An Integrative Study On Wood-Boring Beetle Larvae: Nutritional Properties, Gut Microbiota And Isolation Of Bioactive Compounds, Shadrack Kibet Jan 2024

An Integrative Study On Wood-Boring Beetle Larvae: Nutritional Properties, Gut Microbiota And Isolation Of Bioactive Compounds, Shadrack Kibet

All Master’s Theses

Edible insects are increasingly recognized as a solution to several problems faced by mankind, including hunger, malnutrition and microbial infections. Additionally, the gut symbionts of insects, along with their associated metabolites and enzymes, hold promising potential for industrial and pharmaceutical applications. However, the detailed nutritional properties, gut microbiota, and microbial secondary metabolites associated with the gut symbionts of various insects, including wood-boring beetles, have not yet been comprehensively reported. In this current study, the nutritional properties, and the characteristics of the gut microbiota of two wood-boring species (Titocerus jaspideus and Passalus punctiger) collected from two indigenous forested areas was investigated. …


Winter 2024: Amplifying Jan 2024

Winter 2024: Amplifying

The Weldon Times

A student-run publication from the Schulich School of Law at Dalhousie University.

Co-Editors in Chief: Nicole Payette, Elyse Loewen


Does Intellectual Property Promote Or Hinder Sustainability? The Case Of Upcycling, Irene Calboli, Siroos Tanner Jan 2024

Does Intellectual Property Promote Or Hinder Sustainability? The Case Of Upcycling, Irene Calboli, Siroos Tanner

Faculty Scholarship

This book chapter explores upcycling and its intricate legal and ethical challenges, addressing the challenges upcycling faces from an IP perspective and highlighting the defenses potentially available to justify the practice.


Optimizando La Educación. Equilibrio Entre Tradición (Modelos Físicos) Y Digitalización Del Patrimonio Académico En Las Carreras Científicas, Isabel M. García Fernández, María Eugenia Blázquez Rodríguez, Maciej Wysokinski Jan 2024

Optimizando La Educación. Equilibrio Entre Tradición (Modelos Físicos) Y Digitalización Del Patrimonio Académico En Las Carreras Científicas, Isabel M. García Fernández, María Eugenia Blázquez Rodríguez, Maciej Wysokinski

Capítulos de libros

El patrimonio académico, en la actualidad, se ha convertido en un área de estudio de gran relevancia en múltiples niveles educativos,. Más allá de ser un mero interés histórico, su preservación y uso adecuado representan una tarea vital que moldea el presente y el futuro de la educación, la investigación y la formación en m,uchas disciplinas. Comprender la esencia del patrimonio académico es reconocer su profunda importancia, lo cual nos impulsa a tomar medidas proactivas para su protección y promoción. En última instancia, asegurar que el legado de los educadores y creadores que nos precedieron continúe informando e inspirando a …


Women's Tales De Miu Miu (2011-2024) O El Fashion Film Como Herramienta De (Re)Creación Femenina, Ana Llorente Villasevil, Natalia Gutiérrez-Colomer Ruiz Jan 2024

Women's Tales De Miu Miu (2011-2024) O El Fashion Film Como Herramienta De (Re)Creación Femenina, Ana Llorente Villasevil, Natalia Gutiérrez-Colomer Ruiz

Capítulos de libros

La presente investigación se centra en el análisis de la serie de cortometrajes que, bajo el título Women’s Tales, son producidos desde 2011 por la firma italiana de moda de lujo Miu Miu. En concreto, se trata de veintisiete piezas hasta la fecha, cuyo pilar maestro es el estar dirigidas por realizadoras y cineastas invitadas, con antecedentes diversos desde ángulos geográficos291, culturales e intelectuales. Inicialmente, el proyecto se definía ocasionalmente como una exploración del romance femenino con Miu Miu. A partir de 2017, se describe como una investigación sobre la feminidad y la vanidad del siglo XXI. Presentados bianualmente, son …


Espacios Sonoros. Un Estudio De Caso Sobre Innovación Docente En El Área De Comunicación Bajo Una Perspectiva De Género, Paloma Rodera Martínez Jan 2024

Espacios Sonoros. Un Estudio De Caso Sobre Innovación Docente En El Área De Comunicación Bajo Una Perspectiva De Género, Paloma Rodera Martínez

Capítulos de libros

En este capítulo, se profundiza en la exploración de la innovación docente desde una perspectiva multidisciplinaria, donde se entrelazan aspectos como la comunicación contemporánea, la transferencia de conocimiento y los Espacios Sonoros. Nos adentramos en un estudio de caso concreto, enmarcado en el Proyecto de Investigación: "Madrid Mítico Virtual", donde se ha llevado a cabo un taller focalizado en los Espacios Sonoros, desde una óptica que considera las diferencias de género.


#Aguardaescritanasestrelas: Arte Colaborativo Y Renovación Urbanana En Arte Para El Cambio Social Y Educativo. Coords. Victoria Martínez-Vérez, Paula Gil Ruiz, Sara Domínguez Lloria, Eva Santín Álvarez Jan 2024

#Aguardaescritanasestrelas: Arte Colaborativo Y Renovación Urbanana En Arte Para El Cambio Social Y Educativo. Coords. Victoria Martínez-Vérez, Paula Gil Ruiz, Sara Domínguez Lloria, Eva Santín Álvarez

Capítulos de libros

Las prácticas artísticas que fomentan la colaboración y participación del público representan una poderosa vía para impulsar el cambio social y promover el bienestar comunitario. Estas formas de arte buscan no solo la creación estética, sino también la inclusión, el diálogo y la reflexión colectiva sobre cuestiones sociales relevantes. Un ejemplo inspirador de esta convergencia se evidencia en la intervención llevada a cabo en A Guarda, Galicia, donde artistas locales y miembros de la comunidad se unieron para transformar un espacio descuidado en un vibrante mural conocido como "A Guarda Escrita nas Estrelas", convirtiéndose en todo un proceso de monumentalización …


Causal Disentangled Recommendation Against User Preference Shifts, Wenjie Wang, Xinyu Lin, Liuhui Wang, Fuli Feng, Yunshan Ma, Tat‑Seng Chua Jan 2024

Causal Disentangled Recommendation Against User Preference Shifts, Wenjie Wang, Xinyu Lin, Liuhui Wang, Fuli Feng, Yunshan Ma, Tat‑Seng Chua

Research Collection School Of Computing and Information Systems

Recommender systems easily face the issue of user preference shifts. User representations will become outof-date and lead to inappropriate recommendations if user preference has shifted over time. To solve theissue, existing work focuses on learning robust representations or predicting the shifting pattern. Therelacks a comprehensive view to discover the underlying reasons for user preference shifts. To understand thepreference shift, we abstract a causal graph to describe the generation procedure of user interaction sequences.Assuming user preference is stable within a short period, we abstract the interaction sequence as a set ofchronological environments. From the causal graph, we find that the changes …