Research Methodologies in SWE

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Research Methodologies in SWE

types of validation

experience

decision criteria

qualitative model

analysis

empirical model

formal model

evaluation

implementation

persuasion

types of results

analytic models

empirical models

system

techniques

qualitative & descriptive models

types of questions

discrimination

generalization

method/means

characterization

feasibility

research objictives

cost

quality

publishing

journals

often, given second chance – “resubmit with major changes”

selectivity varies greatly

long review cycle

archival

every PhD thesis should result in at least one journal publication

magazines

conferences

reviews

double-blind: only the chair knows the author identities

blind: author doesn't know reviewer but reviewer knows author identity

workshops

smaller, more focused than conferences

two kinds

no specific topic

topic-focused

technical reports (includig arXiv)

present additional details (simulation results, proofs, implementation details)

building blocks of research

Research elements are organized to create a workable research strategy

What kinds of evidence can demonstrate the validity of a result, and how are good results distinguished from bad ones?

What kinds of results help to answer these questions, and what research methods can produce these results?

What kinds of questions are "interesting"?

strategy (process, plan)

validation

result

questions