paper-0059 · paper · 2012
Pedro Domingos
The most-shared practical wisdom paper in ML.
Abstract
Tapping into the "folk knowledge" needed to advance machine learning applications. [OpenAlex]
Academic, score -0.1677
| Metric | Status | Value | Norm. | Weight | Contribution | Source | Confidence | License | Provenance |
|---|---|---|---|---|---|---|---|---|---|
| citation_count | present | 3250.0 | 0.014625 | 0.5 | 0.007313 | OpenAlex | high | OpenAlex, CC0 metadata | link |
| library_holdings | missing | recorded as missing, penalized by rule, never imputed | −0.1 | recorded as missing; penalized by rule, never imputed | |||||
| readership_persistence | present | 15.0 | 1.0 | 0.05 | 0.05 | OpenAlex | medium | OpenAlex, CC0 metadata | link |
| syllabus_adoptions | missing | recorded as missing, penalized by rule, never imputed | −0.125 | recorded as missing; penalized by rule, never imputed | |||||
Broad Influence, score 0.2029
| Metric | Status | Value | Norm. | Weight | Contribution | Source | Confidence | License | Provenance |
|---|---|---|---|---|---|---|---|---|---|
| citation_count | present | 3250.0 | 0.014625 | 0.2 | 0.002925 | OpenAlex | high | OpenAlex, CC0 metadata | link |
| library_holdings | missing | recorded as missing, penalized by rule, never imputed | −0.125 | recorded as missing; penalized by rule, never imputed | |||||
| readership_persistence | present | 15.0 | 1.0 | 0.4 | 0.4 | OpenAlex | medium | OpenAlex, CC0 metadata | link |
| syllabus_adoptions | missing | recorded as missing, penalized by rule, never imputed | −0.075 | recorded as missing; penalized by rule, never imputed | |||||
Governance Practitioner, score -0.2213
| Metric | Status | Value | Norm. | Weight | Contribution | Source | Confidence | License | Provenance |
|---|---|---|---|---|---|---|---|---|---|
| citation_count | present | 3250.0 | 0.014625 | 0.25 | 0.003656 | OpenAlex | high | OpenAlex, CC0 metadata | link |
| library_holdings | missing | recorded as missing, penalized by rule, never imputed | −0.15 | recorded as missing; penalized by rule, never imputed | |||||
| readership_persistence | present | 15.0 | 1.0 | 0.1 | 0.1 | OpenAlex | medium | OpenAlex, CC0 metadata | link |
| syllabus_adoptions | missing | recorded as missing, penalized by rule, never imputed | −0.175 | recorded as missing; penalized by rule, never imputed | |||||
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