org.apache.mahout.cf.taste.neighborhood.UserNeighborhood Maven / Gradle / Ivy

/**
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You 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 org.apache.mahout.cf.taste.neighborhood;

import org.apache.mahout.cf.taste.common.Refreshable;
import org.apache.mahout.cf.taste.common.TasteException;

/**
 * 
 * Implementations of this interface compute a "neighborhood" of users like a given user. This neighborhood
 * can be used to compute recommendations then.
 * 
 */
public interface UserNeighborhood extends Refreshable {
  
  /**
   * @param userID
   *          ID of user for which a neighborhood will be computed
   * @return IDs of users in the neighborhood
   * @throws TasteException
   *           if an error occurs while accessing data
   */
  long[] getUserNeighborhood(long userID) throws TasteException;
  
}