Page 93 - UR221 Creative & Scientific Thinking_Neat

7.7 Steps of Scientific Research in Computing

ˆ valuation metrics E
Programming Example: Experimental Setup

7.7.6 Experimentation and Implementation

The proposed solution is implemented and tested under controlled conditions. In

computing:

ˆ riting code W
ˆ unning simulations R

ˆ xecuting benchmarks E

7.7.7 Data Collection and Analysis

Results are collected and analyzed using:

ˆ tatistical methods S

ˆ erformance metrics P
ˆ isualization tools V

Example metrics:

ˆ xecution time E

ˆ ccuracy A
ˆ emory usage M

7.7.8 Results and Discussion

Results are interpreted and compared with:

ˆ ypotheses H

ˆ xisting solutions E
ˆ revious research P

7.7.9 Conclusion and Recommendations

The research concludes with:

ˆ ummary of findings S

ˆ esearch contributions R
ˆ uture work suggestions F

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