Objective expertise evaluation of individuals,as a prerequisite stage for team formation,has been a long-term desideratum in large software development companies.With the rapid advancements in machine learning methods...Objective expertise evaluation of individuals,as a prerequisite stage for team formation,has been a long-term desideratum in large software development companies.With the rapid advancements in machine learning methods,based on reliable existing data stored in project management tools’datasets,automating this evaluation process becomes a natural step forward.In this context,our approach focuses on quantifying software developer expertise by using metadata from the task-tracking systems.For this,we mathematically formalize two categories of expertise:technology-specific expertise,which denotes the skills required for a particular technology,and general expertise,which encapsulates overall knowledge in the software industry.Afterward,we automatically classify the zones of expertise associated with each task a developer has worked on using Bidirectional Encoder Representations from Transformers(BERT)-like transformers to handle the unique characteristics of project tool datasets effectively.Finally,our method evaluates the proficiency of each software specialist across already completed projects from both technology-specific and general perspectives.The method was experimentally validated,yielding promising results.展开更多
With the rapid development of the times and the continuous progress of science and technology, China's economic development and social construction are also rapidly and effectively promoted, and the construction s...With the rapid development of the times and the continuous progress of science and technology, China's economic development and social construction are also rapidly and effectively promoted, and the construction standards and requirements for all kinds of projects are also higher and higher. In the process of project construction, it is very important to strengthen the whole process management of project cost. This paper takes the application of the whole process cost management in the construction project cost control as the research object, expounds the significance of the implementation of the whole process cost management, and puts forward some suggestions for the problems existing in the construction project cost control, hoping to provide some reference for the peers.展开更多
With the increasing number of construction projects in our country, the standardization and scientificalness of project management are gradually improving. In the process of project construction, project management is...With the increasing number of construction projects in our country, the standardization and scientificalness of project management are gradually improving. In the process of project construction, project management is related to project quality and project cost. The construction unit should pay attention to the project management, strengthen the control of the construction process, put forward targeted control countermeasures, optimize the project management effect, improve the overall construction quality of the project, and promote the sustainable development of the construction industry in our country. Based on this, this paper studies the construction process control in urban construction management for reference.展开更多
A new approach for assessing and optimizing software project process based on software risk control presented, which evaluates and optimizes software project process from the view of controlling the software project r...A new approach for assessing and optimizing software project process based on software risk control presented, which evaluates and optimizes software project process from the view of controlling the software project risks. A model for optimizing software risk control is given, a discrete optimization algorithm based on dynamic programruing is proposed and an example of using above method to solve a problem is also included in this paper. By improving the old passive post-project control into an active effective preaction, this new method can greatly promote the possibility of success of software projects.展开更多
The purpose of Engineering Procurement Construction(EPC)general contracting project schedule management is to ensure that the project meets its deadlines,and it plays a critical role in contract performance.In compari...The purpose of Engineering Procurement Construction(EPC)general contracting project schedule management is to ensure that the project meets its deadlines,and it plays a critical role in contract performance.In comparison to the domestic general contracting model,project management and coordination are more complex for the general contractor of international EPC projects.As a result,scientific project schedule process control is critical to effectively ensuring project duration,saving project costs,improving project management level,and project quality,and ensuring that the project achieves the promised advantages for both the contractor and the owner.Through the research and analysis of the status of the schedule management of the Indonesia B Project Phase II cement project,corresponding optimization measures are proposed for the project schedule process control.展开更多
基金supported by the project“Romanian Hub for Artificial Intelligence-HRIA”,Smart Growth,Digitization and Financial Instruments Program,2021–2027,MySMIS No.334906.
文摘Objective expertise evaluation of individuals,as a prerequisite stage for team formation,has been a long-term desideratum in large software development companies.With the rapid advancements in machine learning methods,based on reliable existing data stored in project management tools’datasets,automating this evaluation process becomes a natural step forward.In this context,our approach focuses on quantifying software developer expertise by using metadata from the task-tracking systems.For this,we mathematically formalize two categories of expertise:technology-specific expertise,which denotes the skills required for a particular technology,and general expertise,which encapsulates overall knowledge in the software industry.Afterward,we automatically classify the zones of expertise associated with each task a developer has worked on using Bidirectional Encoder Representations from Transformers(BERT)-like transformers to handle the unique characteristics of project tool datasets effectively.Finally,our method evaluates the proficiency of each software specialist across already completed projects from both technology-specific and general perspectives.The method was experimentally validated,yielding promising results.
文摘With the rapid development of the times and the continuous progress of science and technology, China's economic development and social construction are also rapidly and effectively promoted, and the construction standards and requirements for all kinds of projects are also higher and higher. In the process of project construction, it is very important to strengthen the whole process management of project cost. This paper takes the application of the whole process cost management in the construction project cost control as the research object, expounds the significance of the implementation of the whole process cost management, and puts forward some suggestions for the problems existing in the construction project cost control, hoping to provide some reference for the peers.
文摘With the increasing number of construction projects in our country, the standardization and scientificalness of project management are gradually improving. In the process of project construction, project management is related to project quality and project cost. The construction unit should pay attention to the project management, strengthen the control of the construction process, put forward targeted control countermeasures, optimize the project management effect, improve the overall construction quality of the project, and promote the sustainable development of the construction industry in our country. Based on this, this paper studies the construction process control in urban construction management for reference.
基金Supported bythe Plan of New Technology Projectsin China National Packaging Corporation2005 (05ZBJA011)the Na-tional Natural Science Foundation of China (60373062) National Sci-ence Foundation of Hunan Province(04JJ3052)
文摘A new approach for assessing and optimizing software project process based on software risk control presented, which evaluates and optimizes software project process from the view of controlling the software project risks. A model for optimizing software risk control is given, a discrete optimization algorithm based on dynamic programruing is proposed and an example of using above method to solve a problem is also included in this paper. By improving the old passive post-project control into an active effective preaction, this new method can greatly promote the possibility of success of software projects.
文摘The purpose of Engineering Procurement Construction(EPC)general contracting project schedule management is to ensure that the project meets its deadlines,and it plays a critical role in contract performance.In comparison to the domestic general contracting model,project management and coordination are more complex for the general contractor of international EPC projects.As a result,scientific project schedule process control is critical to effectively ensuring project duration,saving project costs,improving project management level,and project quality,and ensuring that the project achieves the promised advantages for both the contractor and the owner.Through the research and analysis of the status of the schedule management of the Indonesia B Project Phase II cement project,corresponding optimization measures are proposed for the project schedule process control.
