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# Beispiele für die Ausgabe von Batch-Inferenz-Jobs
Wenn Sie einen Batch-Inferenz-Job erstellen, importiert der Job Ihre Batch-Eingabedaten aus einem Amazon S3 S3-Bucket, verwendet Ihre Lösungsversion, um *Artikelempfehlungen* zu generieren, und exportiert die Empfehlungen im JSON-Format in einen Amazon S3 S3-Bucket.
In den folgenden Abschnitten sind Beispiele für Ausgabedateien für Batch-Inferenzjobs nach Rezepttyp aufgeführt. Mit Trending-Now oder Rezepten können Sie keine Batch-Empfehlungen abrufen. Next-Best-Action
**Topics**
+ [USER\$1PERSONALIZATION-Rezepte](#batch-inference-output-user-personalization)
+ [POPULAR\$1ITEMS Rezepte](#batch-inference-output-popular-items)
+ [Personalisierte-Rangfolgen-Rezepte](#batch-inference-output-personalized-ranking)
+ [RELATED\$1ITEMS-Rezepte](#batch-inference-output-related-items)
## USER\$1PERSONALIZATION-Rezepte
Im Folgenden finden Sie ein Beispiel für die JSON-Ausgabedatei für ein USER\$1PERSONALIZATION-Rezept.
```
{"input":{"userId":"4638"},"output":{"recommendedItems":["63992","115149","110102","148626","148888","31685","102445","69526","92535","143355","62374","7451","56171","122882","66097","91542","142488","139385","40583","71530","39292","111360","34048","47099","135137"],"scores":[0.0152238,0.0069081,0.0068222,0.006394,0.0059746,0.0055851,0.0049357,0.0044644,0.0042968,0.004015,0.0038805,0.0037476,0.0036563,0.0036178,0.00341,0.0033467,0.0033258,0.0032454,0.0032076,0.0031996,0.0029558,0.0029021,0.0029007,0.0028837,0.0028316]},"error":null}
{"input":{"userId":"663"},"output":{"recommendedItems":["368","377","25","780","1610","648","1270","6","165","1196","1097","300","1183","608","104","474","736","293","141","2987","1265","2716","223","733","2028"],"scores":[0.0406197,0.0372557,0.0254077,0.0151975,0.014991,0.0127175,0.0124547,0.0116712,0.0091098,0.0085492,0.0079035,0.0078995,0.0075598,0.0074876,0.0072006,0.0071775,0.0068923,0.0066552,0.0066232,0.0062504,0.0062386,0.0061121,0.0060942,0.0060781,0.0059263]},"error":null}
{"input":{"userId":"3384"},"output":{"recommendedItems":["597","21","223","2144","208","2424","594","595","920","104","520","367","2081","39","1035","2054","160","1370","48","1092","158","2671","500","474","1907"],"scores":[0.0241061,0.0119394,0.0118012,0.010662,0.0086972,0.0079428,0.0073218,0.0071438,0.0069602,0.0056961,0.0055999,0.005577,0.0054387,0.0051787,0.0051412,0.0050493,0.0047126,0.0045393,0.0042159,0.0042098,0.004205,0.0042029,0.0040778,0.0038897,0.0038809]},"error":null}
...
```
## POPULAR\$1ITEMS Rezepte
Das folgende Beispiel zeigt das Format der JSON-Ausgabedatei für das Popularity-Count-Rezept. Mit dem Trending-Now-Rezept können Sie keine Batch-Empfehlungen erhalten.
```
{"input": {"userId": "12"}, "output": {"recommendedItems": ["105", "106", "441"]}}
{"input": {"userId": "105"}, "output": {"recommendedItems": ["105", "106", "441"]}}
{"input": {"userId": "41"}, "output": {"recommendedItems": ["105", "106", "441"]}}
...
```
## Personalisierte-Rangfolgen-Rezepte
Das folgende Beispiel zeigt das Format der JSON-Ausgabedatei für ein PERSONALIZED\$1RANKING-Rezept.
```
{"input":{"userId":"891","itemList":["27","886","101"]},"output":{"recommendedItems":["27","101","886"],"scores":[0.48421,0.28133,0.23446]}}
{"input":{"userId":"445","itemList":["527","55","901"]},"output":{"recommendedItems":["901","527","55"],"scores":[0.46972,0.31011,0.22017]}}
{"input":{"userId":"71","itemList":["29","351","199"]},"output":{"recommendedItems":["351","29","199"],"scores":[0.68937,0.24829,0.06232]}}
...
```
## RELATED\$1ITEMS-Rezepte
Das folgende Beispiel zeigt das Format der JSON-Ausgabedatei für ein RELATED\$1ITEMS-Rezept.
```
{"input": {"itemId": "105"}, "output": {"recommendedItems": ["106", "107", "49"]}}
{"input": {"itemId": "106"}, "output": {"recommendedItems": ["105", "107", "49"]}}
{"input": {"itemId": "441"}, "output": {"recommendedItems": ["2", "442", "435"]}}
...
```
Das folgende Beispiel zeigt das Format der JSON-Ausgabedatei für das Similar-Items-Rezept mit Themen. Weitere Informationen zu Empfehlungen mit Themen finden Sie unter. [Batch-Empfehlungen mit Themen aus dem Content Generator](themed-batch-recommendations.md)
```
{"input":{"itemId":"40"},"output":{"recommendedItems":["36","50","44","22","21","29","3","1","2","39"],"theme":"Movies with a strong female lead","itemsThemeRelevanceScores":[0.19994527,0.183059963,0.17478035,0.1618133,0.1574806,0.15468733,0.1499242,0.14353688,0.13531424,0.10291852]}}
{"input":{"itemId":"43"},"output":{"recommendedItems":["50","21","36","3","17","2","39","1","10","5"],"theme":"The best movies of 1995","itemsThemeRelevanceScores":[0.184988,0.1795761,0.11143453,0.0989443,0.08258403,0.07952615,0.07115086,0.0621634,-0.138913,-0.188913]}}
...
```