Architectural knowledge discovery: why and how?

@article{Boer2006ArchitecturalKD,
  title={Architectural knowledge discovery: why and how?},
  author={R. Boer},
  journal={ACM SIGSOFT Softw. Eng. Notes},
  year={2006},
  volume={31}
}
  • R. Boer
  • Published 2006
  • Computer Science
  • ACM SIGSOFT Softw. Eng. Notes
The need for a method for architectural knowledge discovery stems from the difficulty to find relevant architectural knowledge in the documentation that accompanies a software product. This difficulty arises in particular when the document set is very large, and has been expressed by auditors as a need for a "reading guide" during a case study we conducted at a company that performs software product audits. Based on the needs of these auditors, we identify the main characteristics an… Expand
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References

SHOWING 1-9 OF 9 REFERENCES
Building up and Exploiting Architectural Knowledge
TLDR
This paper describes a use case model for an architectural knowledge system and conjecture that an explicit representation of architectural knowledge is helpful for building and evolving systems. Expand
Building Up and Reasoning About Architectural Knowledge
TLDR
A use-case model for an architectural knowledge base, together with its underlying ontology, is described and a small case study in which available architectural knowledge is model in a commercial tool, the Aduna Cluster Map Viewer, which is aimed at ontology-based visualization. Expand
An information retrieval approach to concept location in source code
TLDR
This work addresses the problem of concept location using an advanced information retrieval method, Latent Semantic Indexing (LSI), used to map concepts expressed in natural language by the programmer to the relevant parts of the source code. Expand
Automatic software clustering via Latent Semantic Analysis
TLDR
Applying Latent Semantic Analysis to the domain of source code and internal documentation for the support of software reuse is a new application of this method and a departure from the normal application domain of natural language. Expand
Recovering documentation-to-source-code traceability links using latent semantic indexing
  • A. Marcus, J. Maletic
  • Computer Science
  • 25th International Conference on Software Engineering, 2003. Proceedings.
  • 2003
TLDR
The method presented proves to give good results by comparison and additionally it is a low cost, highly flexible method to apply with regards to preprocessing and/or parsing of the source code and documentation. Expand
Software Architecture: The Next Step
TLDR
The traditional view on software architecture suffers from a number of key problems that cannot be solved without changing the authors' perspective on the notion of software architecture. Expand
Indexing by Latent Semantic Analysis
A new method for automatic indexing and retrieval is described. The approach is to take advantage of implicit higher-order structure in the association of terms with documents (“semantic structure”)Expand
An introduction to latent semantic analysis
TLDR
The adequacy of LSA's reflection of human knowledge has been established in a variety of ways, for example, its scores overlap those of humans on standard vocabulary and subject matter tests; it mimics human word sorting and category judgments; it simulates word‐word and passage‐word lexical priming data. Expand
Information technology -software product evaluation -part 1: General overview
  • Information technology -software product evaluation -part 1: General overview
  • 1999