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needs. In this paper, we present the design, architecture and implementation of an open-source keyword-based paradigm for the search of software resources in Grid infrastructures, called Minersoft. A key goal of Minersoft is to annotate automatically all the software resources with keyword-rich metadata. Using advanced
sense discovery problem. Given a query and a list of result pages, our unsupervised method detects word sense communities in the extracted keyword network. The documents are assigned to several refined word sense communities to form clusters. We use the modularity score of the discovered keyword community structure to
In the World-Wide Web context, availability of software components increases the possibility of applying a reuse approach in software development. Thus, component retrieval is a key problem, both for software industry and for end-users. Several problems should be solved: components formalisms are very different from one source to another, knowledge for guiding components retrieval is often poor and...
does not consider the keyword attributes on the query interface. This paper presents increment-based random walk, a new technique applicable to any kind of attributes. The main idea of this approach is for keyword attributes, it incrementally obtains new values from a database. That is, select a value from the current
when the sentence is analyzed. The goal is to put each noun and verb of the sentence on the right place on the tree. Taking this information into account, it is possible to solve the ambiguity problem for the query keywords and create the indicative summaries taking into account query words, and semantically related
to search and retrieve components. Proposed technique helps re-user to identify and retrieve software component. In its first step it matches keywords, their synonyms and their interrelationships. And then makes use of ant colony optimization, a probabilistic approach to generate rule for matching the component against
software engineering approaches.The OMG has defined a unified framework for reusable items (so-called ??assets??) descriptions. Even if this framework supports description of a large variety of components, it reduces retrieval aspects to keywords search without considering user??s profile and user??s need within the current
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