Program Listing for File SimmelianScore.hpp¶

/*
 * SimmelianAttributizer.hpp
 *
 *  Created on: 21.05.2014
 *      Author: Gerd Lindner
 */

#ifndef NETWORKIT_SPARSIFICATION_SIMMELIAN_SCORE_HPP_
#define NETWORKIT_SPARSIFICATION_SIMMELIAN_SCORE_HPP_

#include <set>
#include <unordered_set>

#include <networkit/edgescores/EdgeScore.hpp>

namespace NetworKit {

struct RankedEdge {
    node ego;
    node alter;
    count simmelianness; // The number of triangles the edge is embedded in.
    count rank;          // The rank within the ranked neighborhood.

    RankedEdge(node ego, node alter, count s) : ego(ego), alter(alter), simmelianness(s), rank(0) {}

    RankedEdge(node ego, node alter, count s, count r)
        : ego(ego), alter(alter), simmelianness(s), rank(r) {}

    bool operator<(const RankedEdge &other) const {
        return (simmelianness > other.simmelianness)
               || (simmelianness == other.simmelianness && alter > other.alter);
    }

    bool operator>(const RankedEdge &other) const {
        return (simmelianness < other.simmelianness)
               || (simmelianness == other.simmelianness && alter < other.alter);
    }

    bool operator==(const RankedEdge &other) const {
        return ego == other.ego && simmelianness == other.simmelianness && alter == other.alter
               && rank == other.rank;
    }
};

using RankedNeighbors = std::vector<RankedEdge>;

struct Redundancy {
    count overlap;
    double jaccard;

    Redundancy(count o, double j) : overlap(o), jaccard(j) {}
};

class SimmelianScore : public EdgeScore<double> {

public:
    SimmelianScore(const Graph &graph, const std::vector<count> &attribute);
    double score(edgeid eid) override;
    double score(node u, node v) override;

    std::vector<RankedNeighbors> getRankedNeighborhood(const Graph &g,
                                                       const std::vector<count> &triangles);

    Redundancy getOverlap(const node &ego, const node &alter,
                          const std::vector<RankedNeighbors> &neighbors, const count &maxRank);

protected:
    const std::vector<count> *triangles;

    void matchNeighbors(node ego, node alter, bool reciprocityCheck,
                        std::vector<RankedEdge>::const_iterator &egoIt,
                        const RankedNeighbors &egoNeighbors,
                        std::unordered_set<node> &egoNeighborsUnmatched,
                        std::unordered_set<node> &alterNeighborsUnmatched, count rank,
                        count &overlap);
};

} /* namespace NetworKit */

#endif // NETWORKIT_SPARSIFICATION_SIMMELIAN_SCORE_HPP_