Siamese neural networks method for semantic requirements similarity detection

NA Alnajem, M Binkhonain, MS Hossain - IEEE Access, 2024 - ieeexplore.ieee.org
Detecting semantic similarity between textual requirements is a crucial task for various
natural language processing (NLP)-based requirements engineering (RE) applications. It is …

A Network Interference Approach to Analyzing Change Propagation in Requirements

PH Hein, E Kames, C Chen… - … of Computing and …, 2024 - asmedigitalcollection.asme.org
Requirements are frequently revised due to the iterative nature of the design process. If not
properly managed, these changes may result in financial and time losses due to undesired …

Exploring Latent System Design Description and Requirement Similarities Using Transformer Based Contextual Embeddings

CL Carroll, X Yang, C Chen… - … and Information in …, 2024 - asmedigitalcollection.asme.org
Engineering design is heavily influenced by system requirements, as they span the entire
design process. Generally, requirements are not utilized to convey system information …

Leveraging Latent Textual Topology for Standard Identification in Engineering Design

M Bowen, L Smith, C Carroll… - … and Information in …, 2024 - asmedigitalcollection.asme.org
In engineering design, standards are instrumental in providing technical definitions and
guidelines to designers, manufacturers, and users, reflecting best practices that are widely …

Exploring the Influence of Requirement Representation on Idea Generation

A Patel, JD Summers, B Morkos… - Journal of …, 2024 - asmedigitalcollection.asme.org
The objective of this research is to understand how different representations of requirements
influence idea generation in terms of quantity, addressment, novelty, and variety of …

Classification of functional and nonfunctional requirements based on convolutional neural network with flower pollination optimizer

SN Sonawane, SM Puthran - Innovations in Systems and Software …, 2024 - Springer
Accurate and efficient classification of software requirements is crucial for the success of
system, as functional and nonfunctional requirements define the fundamental characteristics …

DesignFusion: Integrating Generative Models for Conceptual Design Enrichment

L Chen, Q Jing, Y Tsang… - Journal of …, 2024 - asmedigitalcollection.asme.org
Conceptual design is a pivotal phase of product design and development, encompassing
user requirement exploration and informed solution generation. Recent generative models …

MIND-HOPE: Multilingual Identification of Nuanced Dimensions of HOPE

G Sidorov, F Balouchzahi, L Ramos, H Gómez-Adorno… - 2024 - researchsquare.com
Hope plays a crucial role in human psychology, yet research on its expression and detection
across languages is limited. This study addresses this gap by developing the first multiclass …

A Formal Exploration of Latent System Description and Requirement Similarities Using Transformer-Based Contextual Embeddings

C Carroll - 2024 - search.proquest.com
Engineering design is heavily influenced by system requirements, as they span the entire
design process, though are not utilized to convey system information outside the design …

Modelos de sistemas de recomendaciones basados en lógica difusa, altmetría y aprendizaje automático. Aplicación al Boletín Oficial del Estado

JC Bailón Elvira - 2024 - digibug.ugr.es
The exponential increase in digital resources available online has been largely driven by
technological advances alongside growing global accessibility that allows immediate …