ENGIN5209 Engineering Project Resource Planning
Purpose:
A formative assessment task to gauge the level of engagement of students with the unit, including to form an indication of any intervention that may be required.
Requirements:
• Review materials from the Internet on the selected topic related to the unit.
• Consider the topics covered in Sessions or Unit and use them to identify a topic of interest in the Project Management discipline.
• Conduct research via Library databases to identify academic sources that inform your topic.
Number of Sources:
Select the 03 most informative sources to use for your annotated bibliography.
Report Length & Annotations:
In 750 words of annotations (+/- 10%), excluding the reference list, describe each source in a separate paragraph on how it informs your topic in terms of key concepts. (250 words per source on average).
Review the advice on Task 1: https://guides.library.cornell.edu/annotatedbibliography
Referencing Style: A detailed reference list must be cited in-text using IEEE style.
Referencing resources:
• FedCite referencing tool: https://federation.edu.au/library/student-resources/fedcite
• Referencing basics (Study Skills website): https://studyskills.federation.edu.au/referencing/
The article focuses on the effectiveness of the neural network in measuring the quality of the audit. The issues of vanishing gradient are explored and aligned with the value creations. BLSTM and the networks have been discussed, and they affect the business values as well as the capabilities. Quality management is dependent on the learning ability of the different issues that can be utilised to make the quality embedded in the report more prominent [1]. The addition of more of the hidden layers is connected to the development of procedures. The deep learning model is used to reinforce and upgrade the quality within the system. Classification of the audit is important in developing perceptions related to quality management. The increase in the training sets is effective in increasing the quality of the projects. Innovative methods are combined to make the network determinants more effective. ISO quality management dataset is also utilised to add value to the system. Stabilisation, as well as optimisation of the gradient, is necessary to monitor the process and come out with practical outputs.
The method for continuing with the study is to extract 5,172 audit reports from the Department of Quality Assurance [1]. Bidirectional procedures are used to develop the report classification. Audit reports are managed by controlling their quality, which is effective in overcoming the associated challenges. This is found in the report, which provides managerial insights and economic development. Discussion is reinforced to affect the classification of the management and audit development for MBA assignment expert.
The interconnection between the audit report and the audit quality is established through the different techniques that are aligned with the managerial values and procedures. More extended memory is retained in the process, which has an impact on the value-making and development of the efficiency of the markets. The sudit perspectives are essential in developing quality and innovation. Adjusting, reporting and editing all the material mistreatments are critical in developing the project quality and the audit connections [2]. The audit research has a comprehensive focus on team building and audit outputs. The quality management perspective is associated with the auditors' independence, mandatory rotation and quality identification. This is important in developing the audit process through innovative measures as well as principles.
Proprietary datasets are collected from CSMAR and MOF. Regression analysis takes place to develop the audit quality and provide compelling perspectives. Endogeneity issues that affect the business values and concepts are described in the report. The robustness of the findings affects the dataset quality and interdependence of measures and concepts. Accounting conservatism of the clients is developed through the audit process and the capabilities. The database shows that audit quality is reliant on the transaction complexities that make for effective growth. Audit returns are diminished through the identification of the clients [2]. This is also significant for developing the perspectives that maintain the audit process with innovation aspects and quality determination. This also reveals that the firm's audit series varies, and this is interconnected through different perspectives.
The discussion encompasses the investigation of auditing's continuous, consistent performances. The digital era marks the growth of auditing from the perspective of audit firm employees. Techniques are effective in developing an audit process that incorporates corporate governance aspects. Advances in technology are implemented to create risk techniques and eradicate challenges [3]. Data protection aspects against cyber attacks are also depicted through the description of internal audits. The process impacts determining the consequences and value-making ideas.
Quantitative methodology is deployed here to collect data from employees in the internal audit departments. One hundred-five employees from the largest audit institutions in Greece were also surveyed [3]. The implications of managerial effectiveness are also associated with the audit implications. The data also reveals the interconnection between data reliability and flexibility. The real-time auditing process is implemented in the making of the internal audits. Challenges are also eradicated through the audit measures that develop the company's credibility. Time and cost are critical factors in optimising effective credibility and internal opportunities. Student activities are spotted out, and errors are reduced in the process of maintaining a bias-free ambience.
This study found that the bank's financial complexities are undeniable in the globalised era. IS and the AIS system have been developed to make the process more productive. A ubiquitous account of system information is included that affects error identification and manages business challenges. Specialised teams are designed to evaluate IT effectiveness. Internal audit measures increase the company's productivity, and challenges associated with financial information quality decrease.
The measures of digitalisation and globalisation encapsulate actors such as rising costs, technology demands, and competitive forces. BPM is integrated into the system of quality management, which addresses risks and takes proactive measures. Financial management is integral to developing quality management. Different paradigms of QM and BPM are effective in the verification of the management system as well as the security maintenance [4]. Identification of the business measures affects the financial management and risk propositions. Value is increased through process development and risk management. Information technology is developed through process measures and business capabilities. Audit quality is developed through value implementation and process development. Quality management is also associated with the process management and the increase in the process quality. Quality management has its basis in foundational management and the concept of verification.
Six Sigma methodologies are implemented, influencing the systematic discussion that aims to develop organisational growth. This is also related to the development of the process of enhancing quality innovation [4]. It is aligned with value creation and effectiveness in quality management. This is a complex phenomenon that manages effective processes. Innovation ensures continuous improvement of quality management. Interconnection between the different scopes and methods influences quality management and process evaluation. Management theory has been implemented that is connected to financial and risk management. TQM improves processes that are interconnected with the entire process. Lean and Six Sigma are associated with technological implementation, and this aligns with process evaluation and business management [2].
The article will show how clients threaten the auditor's independence. To continue the discussion, NAS fees and tax consulting fees are also described. The in-depth discussion that maintains transparency, clarity, and objectivity ensures the discipline of autonomous management. The financial reporting framework is effective in developing and implementing technology. Capital market studies are involved in affecting business development and audit management with transparency. Tax advisory fees are also entailed when dealing with non-audit services. The process of the archival literature method is significant in developing quality management and fairness. Process [5]. A business paradigm is achieved through the successful implementation of audit technologies. Rotation of the audit firms is necessary in building the management dimensions and concepts. NAS provisions of the audit firms are also established to develop quality measurements. Audit quality is created through the service measurements and the investigated qualities in order to integrate the functions. Qualitative methods are implemented, and the structured literature review affects the relationship between the negative performance of the audit and NAS fees [5]. Clients, audit forms, and financial statements users use these methods to convince clients of the prophets and the requirements. Counterproductive prohibitions are also present that affect business growth and production strategies are used to explore the impacts in the sustainable term. Demands, as well as the supply of NAS, have been analysed through the audit processes and innovative measures.
[1] Tarnate, K.J.M., Devaraj, M. and De Goma, J.C., (2020). Overcoming the vanishing gradient problem of recurrent neural networks in the ISO 9001 quality management audit reports classification. International Journal of Scientific and Technology Research, 9(3), pp.6683-6686. Available at: https://d1wqtxts1xzle7.cloudfront.net/81126558/Overcoming-The-Vanishing-Gradient-Problem-Of-Recurrent-Neural-Networks-In-The-Iso-9001-Quality-Management-Audit-Reports-Classification-libre.pdf?1645416404=&response-content-disposition=inline%3B+filename%3DOvercoming_The_Vanishing_Gradient_Proble.pdf&Expires=1723016404&Signature=Td8PQcc5KaslSWeF~zBo6RxGnZoZFp6YBlQpW80h9-UxPyf0
[2] Xiao, T., Geng, C. and Yuan, C., (2020). How audit effort affects audit quality: An audit process and audit output perspective. China Journal of Accounting Research, 13(1), pp.109-127. DOI: https://doi.org/10.1016/j.cjar.2020.02.002
[3] Lois, P., Drogalas, G., Karagiorgos, A. and Tsikalakis, K., (2020). Internal audits in the digital era: opportunities risks and challenges. EuroMed Journal of Business, 15(2), pp.205-217. Available at: https://ruomoplus.lib.uom.gr/bitstream/8000/883/1/ruomo%20Anonymous%20paper%20file.pdf
[4] Stravinskiene, I. and Serafinas, D., 2020. The link between business process management and quality management. Journal of Risk and Financial Management, 13(10), p.225. DOI: https://doi.org/10.3390/jrfm13100225
[5] Quick, R., Sánchez Toledano, D. and Sánchez Toledano, J., (2023). The impact of auditor-provided non-audit services on audit quality: A review of the archival literature. Corporate Ownership & Control, 20(2), pp.93-112. Available at: https://virtusinterpress.org/IMG/pdf/cocv20i2art8.pdf