Alpana Dubey

Alpana Dubey
Accenture · Labs

About

35
Publications
8,044
Reads
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186
Citations
Citations since 2017
25 Research Items
167 Citations
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Publications

Publications (35)
Preprint
Full-text available
Sketching is an important activity in any design process. Designers and stakeholders share their ideas through hand-drawn sketches. These sketches are further used to create 3D models. Current methods to generate 3D models from sketches are either manual or tightly coupled with 3D modeling platforms. Therefore, it requires users to have an experien...
Article
Lately, crowdsourcing has emerged as a viable option for getting work done by leveraging the collective intelligence of the crowd. With many tasks posted every day, the size of crowdsourcing platforms is growing exponentially. Hence, workers face an important challenge in selecting the right task. Despite the task filtering criteria available on th...
Chapter
Compile-time errors can wreak havoc for programmers – seasoned and novice. Often developers spend a lot of time debugging them. An automated system to repair such errors can be a useful aid to the developers for their productivity. In this work, we propose a deep generative model, RepairNet, that automatically repairs programs that fail at compile...
Preprint
Full-text available
Fashion is a fast-changing industry where designs are refreshed at large scale every season. Moreover, it faces huge challenge of unsold inventory as not all designs appeal to customers. This puts designers under significant pressure. Firstly, they need to create innumerous fresh designs. Secondly, they need to create designs that appeal to custome...
Conference Paper
Full-text available
Lately, crowdsourcing has emerged as a viable option of getting work done by leveraging the collective intelligence of the crowd. With many tasks posted every day, the size of crowdsourcing platforms is growing exponentially. Hence, workers face an important challenge of selecting the right task. Despite the task filtering criteria available on the...
Article
Full-text available
The International Conference on Global Software Engineering, in its 14th iteration, continues to provide researchers and practitioners with a leading forum to share their research ndings, experiences, and new ideas on diverse topics related to global software engineering. ICGSE 2019 was held in Montreal, Canada on May 25-26, in conjunction with the...
Chapter
Full-text available
Call center is a point of contact between customers and the organization. A service agent represents the organization in one way and act as the face of the organization. The quality of service provided to a customer by a service agent strongly determines the reputation of an organization. Hence, good quality service is of utmost importance for an o...
Article
Convergence is currently melding entire disciplines to fully new business models and technologies across industries. What used to be embedded systems, on the one hand, with their specific constraints from the physical environments, and IT, on the other hand, are combining. <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www....
Conference Paper
Human and AI collaboration has evolved drastically over the past decade. Most of the tasks are now partly handled by machines and partly by humans, resulting in human and AI partnership. Humans share their tasks with the AI agents as they are good at performing predictive and repetitive tasks. The tasks assigned to the agents can be dynamic in natu...
Thesis
Full-text available
Crowdsourcing is a process where an individual or an organization utilizes the talent pool present over the Internet to accomplish their task(s). These platforms offer numerous advantages such as reduced cost, better quality, and lower task completion time. To execute tasks efficiently, with the worker pool available on the platform, task posters r...
Conference Paper
Full-text available
Crowdsourcing is an emerging practice which provides workers, across the globe, to work on their choice of tasks. It offers many benefits to people over traditional long term employment model, such as, schedule and geographic flexibility, easy access to work, an opportunity to gain experience on wide variety of tasks, or supplemental revenue stream...
Thesis
Full-text available
Crowdsourcing is the practice of getting information or input for a task or project from a number of people by floating out the task at hand to a pool of people who are usually not full-time employees. Use of Crowdsourcing to get work done is on the rise due to the benefits that it offers. Trends and surveys show that the conventional workforce is...
Conference Paper
Full-text available
Diversity and inclusion are becoming major focus areas for most of the organizations these days. It has shown to bring several positive impacts to organizations such as highly engaged and motivated employees, improved team dynamics, sustainable team structure, and better work outcome. Pay and career opportunity are some of the indicators to assess...
Conference Paper
Hiring is one of the important challenges in the context of online labor marketplace. Unlike traditional hiring, where workers are hired either as a full-time employee or as a contractor, hiring from online marketplaces are done for individual jobs of short duration. As these marketplaces are open for anyone, hiring becomes challenging due to the l...
Conference Paper
In this paper we propose an approach to estimate the right budget for a crowdsourced or freelance project job. Estimating right budget for a job is an important and challenging exercise. The budget depends on marketplace dynamics; such as job complexity, skills required, duration, etc. As manually understanding the dynamics of marketplace is time c...
Conference Paper
Crowdsourcing is an emerging area which leverages collective intelligence of the crowd. Although crowdsourcing provides several benefits, it also brings uncertainty in any project execution. The uncertainty may be because of the time taken in on-boarding workers and lack of confidence in workers. The On-boarding time specifically becomes important...
Conference Paper
The emergence of online labor markets has concentrated a lot of attention on the prospect of using crowdsourcing for software development, with a potential to reduce costs, improve time-to-market, and access high-quality skills on demand. However, crowdsourcing of software development is still not widely adopted. A key barrier to adoption is a lack...
Conference Paper
Software quality assessment is an important activity done during software development. Quality assessment varies based on needs. For example, security focused quality assessment looks for security specific issues and performance focused assessment looks for performance issues in software. The above focus is mainly driven by the type of software bei...
Article
A well-trained software engineering workforce is a key to success in a highly competitive environment. Changing tools and technologies, along with a rapidly changing development environment, make it incumbent on organizations to invest in training. In this paper, we describe our experience in deploying an online training program in a globally distr...
Conference Paper
Global nature of multinational organizations pose a different set of challenges in an effective adoption of software engineering tools. Software projects are spread across multiple geographies and tools are deployed globally in these organizations. Global tool deployment is often motivated by an attractive enterprise cost of the tool. Moreover, it...
Conference Paper
Industrial automation applications are often reengineered to serve purposes such as reducing the load on controllers by adding additional controllers in the system, improving the throughput / performance of the application, or migrating to a new platform. We present an approach for automatically computing reengineering options for a legacy industri...
Article
Modern control / automation applications are based on complex and large scale software system. Hence, an effective adoption of software engineering best practices is required in the automation application development lifecycle (AADLC) which often seems to be not well practiced. This paper presents a critical inspection on the state-of-the-art softw...

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