package ca.pfv.spmf.algorithms.sequentialpatterns.lapin; import java.util.BitSet; /*** * This is an implementation of a position vector in the Item-is-exist table of LAPIN-SPAM. * * The LAPIN-SPAM algorithm was originally described in this paper: * * Zhenlu Yang and Masrau Kitsuregawa. LAPIN-SPAM: An improved algorithm for mining sequential pattern * In Proc. of Int'l Special Workshop on Databases For Next Generation Researchers (SWOD'05) * in conjunction with ICDE'05, pp. 8-11, Tokyo, Japan, Apr. 2005. * * Copyright (c) 2008-2013 Philippe Fournier-Viger * * This file is part of the SPMF DATA MINING SOFTWARE * (http://www.philippe-fournier-viger.com/spmf). * * SPMF is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * SPMF is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with SPMF. If not, see <http://www.gnu.org/licenses/>. */ public class PositionVector { /** The bitset for this vector */ BitSet bitset; /** The position for this bit vector * Note that in the paper the positions are an integer >=0. In this implementation * we also add a position -1 for each Item-is-exist-table. This position contains * a bit set to 1 for all items appearing in the corresponding sequence */ int position; /** * Constructor * @param currentBitset the bitset representing this vector * @param position the position that this vector represents in the item-is-exist table containing it. */ public PositionVector(int position, BitSet currentBitset) { this.bitset = currentBitset; this.position = position; } /** * Get a string representation of this vector */ public String toString() { // We first append the position StringBuilder buffer = new StringBuilder(); buffer.append(position); buffer.append(" "); // Then we append the bitset buffer.append(bitset); return buffer.toString(); } }