in services/src/main/java/org/apache/unomi/services/sorts/ScorePersonalizationStrategy.java [39:106]
public PersonalizationResult personalizeList(Profile profile, Session session, PersonalizationService.PersonalizationRequest personalizationRequest) {
List<String> sortedContent = new ArrayList<>();
final Map<String,Integer> t = new HashMap<>();
Integer threshold = (Integer) personalizationRequest.getStrategyOptions().get("threshold");
if (threshold == null) {
threshold = 1;
}
for (PersonalizationService.PersonalizedContent personalizedContent : personalizationRequest.getContents()) {
int score = 0;
String interestList = (String) (personalizedContent.getProperties() != null ? personalizedContent.getProperties().get("interests") : null);
if (interestList != null) {
List<Map<String, Object>> profileInterests = (List<Map<String, Object>>) profile.getProperties().get("interests");
if (profileInterests != null) {
for (String interest : interestList.split(" ")) {
for (Map<String, Object> profileInterest : profileInterests) {
if (profileInterest.get("key").equals(interest)){
score += ((Number) profileInterest.get("value")).intValue();
break;
}
}
}
}
}
String scoringPlanList = (String) (personalizedContent.getProperties() != null ? personalizedContent.getProperties().get("scoringPlans") : null);
if (scoringPlanList != null) {
Map<String,Integer> scoreValues = profile.getScores();
for (String scoringPlan : scoringPlanList.split(" ")) {
if (scoreValues.get(scoringPlan) != null) {
score += scoreValues.get(scoringPlan);
} else {
score++;
}
}
}
if (personalizedContent.getFilters() != null) {
for (PersonalizationService.Filter filter : personalizedContent.getFilters()) {
Condition condition = filter.getCondition();
if (condition != null && condition.getConditionTypeId() != null) {
if (profileService.matchCondition(condition, profile, session)) {
if (filter.getProperties() != null && filter.getProperties().get("score") != null) {
score += (int) filter.getProperties().get("score");
} else {
score += 1;
}
}
}
}
}
if (score >= threshold) {
t.put(personalizedContent.getId(), score);
sortedContent.add(personalizedContent.getId());
}
}
sortedContent.sort((o1, o2) -> t.get(o2) - t.get(o1));
String fallback = (String) personalizationRequest.getStrategyOptions().get("fallback");
if (fallback != null && !sortedContent.contains(fallback)) {
sortedContent.add(fallback);
}
return new PersonalizationResult(sortedContent);
}