Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Software refactoring is a ll-known technique that provides transformations on software artifacts with the aim of improving their overall quality.#R##N##R##N# have previously proposed a catalog of refactorings for spreadsheet models expressed in the ClassSheets modeling language, which allows us to specify the business logic of a spreadsheet in an object-oriented fashion.#R##N##R##N#Reasoning about spreadsheets at the model level enhances a model-driven spreadsheet environment where a ClassSheet model and its conforming instance (spreadsheet data) automatically co-evolves after applying a refactoring at the model level. Research motivation was to improve the model and its conforming instance: the spreadsheet data.#R##N##R##N#  define such refactorings using previously proposed evolution steps for models and instances.#R##N##R##N# also present an empirical study  designed and conducted in order to confirm our original intuition that these refactorings have a positive impact on end-user productivity, both in terms of effectiveness and efficiency.#R##N##R##N#The results are not only presented in terms of productivity changes beten refactored and non-refactored scenarios, but also the overall user satisfaction, relevance, and experience.#R##N##R##N#In almost all cases the refactorings improved end-users productivity. Moreover, in most cases users re more engaged with the refactored version of the spreadsheets they worked with.
['Jácome Miguel Costa Cunha', 'João Paulo Fernandes', 'Pedro Martins', 'Jorge Mendes', 'Rui Pereira', 'João Alexandre Saraiva']
I am writing a research paper on a idea Evaluating refactorings for spreadsheet models
[{"from": "human", "value": "I am writing a research paper on a idea Evaluating refactorings for spreadsheet models"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Software refactoring is a ll-known technique that provides transformations on software artifacts with the aim of improving their overall quality.#R##N##R##N# have previously proposed a catalog of refactorings for spreadsheet models expressed in the ClassSheets modeling language, which allows us to specify the business logic of a spreadsheet in an object-oriented fashion.#R##N##R##N#Reasoning about spreadsheets at the model level enhances a model-driven spreadsheet environment where a ClassSheet model and its conforming instance (spreadsheet data) automatically co-evolves after applying a refactoring at the model level. Research motivation was to improve the model and its conforming instance: the spreadsheet data.#R##N##R##N#  define such refactorings using previously proposed evolution steps for models and instances.#R##N##R##N# also present an empirical study  designed and conducted in order to confirm our original intuition that these refactorings have a positive impact on end-user productivity, both in terms of effectiveness and efficiency.#R##N##R##N#The results are not only presented in terms of productivity changes beten refactored and non-refactored scenarios, but also the overall user satisfaction, relevance, and experience.#R##N##R##N#In almost all cases the refactorings improved end-users productivity. Moreover, in most cases users re more engaged with the refactored version of the spreadsheets they worked with."}]