/* * Copyright (C) 2015 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package com.android.tv.recommendation; import java.util.concurrent.TimeUnit; public class RecentChannelEvaluator extends Recommender.Evaluator { private static final long WATCH_DURATION_MS_LOWER_BOUND = TimeUnit.MINUTES.toMillis(3); private static final long WATCH_DURATION_MS_UPPER_BOUND = TimeUnit.MINUTES.toMillis(7); private static final double MAX_SCORE_FOR_LOWER_BOUND = 0.1; private long mLastWatchLogUpdateTimeMs; public RecentChannelEvaluator() { mLastWatchLogUpdateTimeMs = System.currentTimeMillis(); } @Override public void onNewWatchLog(ChannelRecord channelRecord) { mLastWatchLogUpdateTimeMs = System.currentTimeMillis(); } @Override public double evaluateChannel(long channelId) { ChannelRecord cr = getRecommender().getChannelRecord(channelId); if (cr == null) { return NOT_RECOMMENDED; } WatchedProgram[] watchHistory = cr.getWatchHistory(); double maxScore = 0.0; for (int i = watchHistory.length - 1; i >= 0; --i) { double recentWatchScore = (double) watchHistory[i].getWatchEndTimeMs() / mLastWatchLogUpdateTimeMs; double watchDurationScore; double watchDuration = watchHistory[i].getWatchedDurationMs(); if (watchDuration < WATCH_DURATION_MS_LOWER_BOUND) { watchDurationScore = MAX_SCORE_FOR_LOWER_BOUND; } else if (watchDuration < WATCH_DURATION_MS_UPPER_BOUND) { watchDurationScore = (watchDuration - WATCH_DURATION_MS_LOWER_BOUND) / (WATCH_DURATION_MS_UPPER_BOUND - WATCH_DURATION_MS_LOWER_BOUND) * (1 - MAX_SCORE_FOR_LOWER_BOUND) + MAX_SCORE_FOR_LOWER_BOUND; } else { watchDurationScore = 1.0; } maxScore = Math.max(maxScore, watchDurationScore * recentWatchScore); } return (maxScore > 0.0) ? maxScore : NOT_RECOMMENDED; } }