void Start()
{
// Spheres of Influence
gameWorldRadius = 5000.0f;
sentryRadius = 0.0f;
ionRadius = 0.0f;
// Gravity Variables
gravityPolarity = polarity.Pull;
gravityConstant = 6.673f * Mathf.Pow(10.0f, -11.0f);
gravityWellMass = 5.058f * Mathf.Pow(10.0f, 18.0f);
}
public void AddNeighbor(string nbor, string linke_kw, polarity mutual_pole)
{
if (!Neighbors.ContainsKey(nbor))
{
Neighbors.Add(nbor, new kwp(mutual_pole));
}
Neighbors[nbor].kw += linke_kw + ",";
Neighbors[nbor].Weight++;
if (Neighbors[nbor].Pole != mutual_pole)
{
Neighbors[nbor].Pole = polarity.opn;
}
}
public void genEEgraph(string reportPath, int kwLimitThreshold = 350, int entityOccurThreshold = 2, double polarityThresh = 0.35, bool PoleInvariant = false, bool NoSelfEdge = true)
{
if (EkwEgg == null)
{
EkwEgg = new Dictionary <string, EEVertex>(StringComparer.InvariantCultureIgnoreCase);
}
Console.WriteLine("Generating EE graph");
int legitKWCnt = 0;
foreach (KeyValuePair <string, kwEo> cnt in kwLexicon)
{
if (cnt.Value.E.Count < kwLimitThreshold)
{
legitKWCnt++;
}
}
Console.WriteLine("from " + legitKWCnt + " legit kw");
DateTime startTime = DateTime.Now;
foreach (KeyValuePair <string, EkwO> ekwo in EkwDict)
{
string E = ekwo.Key;
EkwO ekwp = ekwo.Value;
double pScore = ekwp.PScore;
if (ekwp.Occur <= entityOccurThreshold)
{
continue;
}
EkwEgg.Add(E, new EEVertex(E));
foreach (string keyword in ekwp.kw.Keys)
{
//got the linker
if (kwLexicon.ContainsKey(keyword) && kwLexicon[keyword].E.Count < kwLimitThreshold)
{
Dictionary <string, Meta> PotentialNeighbors = kwLexicon[keyword].E;
foreach (string nborE in PotentialNeighbors.Keys)
{
if (nborE == E && NoSelfEdge)
{
continue;
}
double nborPScore = EkwDict[nborE].PScore;
polarity pole = polarity.opn;
if (nborPScore >= polarityThresh && pScore >= polarityThresh)
{
pole = polarity.pos;
}
else if (nborPScore <= -polarityThresh && pScore <= -polarityThresh)
{
pole = polarity.neg;
}
else if (nborPScore > 0 && pScore > 0)
{
if (nborPScore + pScore > 2 * polarityThresh)
{
pole = polarity.pos;
}
else
{
pole = polarity.obj;
}
}
else if (nborPScore < 0 && pScore < 0)
{
if (nborPScore + pScore > 2 * polarityThresh)
{
pole = polarity.neg;
}
else
{
pole = polarity.obj;
}
}
else if (nborPScore == 0 || pScore == 0)
{
pole = polarity.obj;
}
if (pole != polarity.opn || PoleInvariant)
{
EkwEgg[E].AddNeighbor(nborE, keyword, pole);
} //added nbor
} //finding nbors by kw
} //this kw is in lex
} //iterating over kw
} //iterating over EkwDict
//cleanup
foreach (string node in EkwEgg.Keys)
{
string[] nborvs = new string[EkwEgg[node].Neighbors.Keys.Count];
int i = 0;
foreach (string nbk in EkwEgg[node].Neighbors.Keys)
{
nborvs[i++] = nbk;
}
foreach (string nbork in nborvs)
{
if (!EkwEgg.ContainsKey(nbork))
{
EkwEgg[node].Neighbors.Remove(nbork);
}
}
}
Console.WriteLine("and " + EkwEgg.Count + " entities");
Console.WriteLine("EkwEG time to generate EE graph: " + (TimeSpan)(DateTime.Now - startTime));
StreamWriter fs = new StreamWriter(reportPath + "-" + kwLimitThreshold + "," + entityOccurThreshold + ".EkwEGg.csv", false);
foreach (KeyValuePair <string, EEVertex> evert in EkwEgg)
{
fs.Write(evert.Key + "," + evert.Value.Neighbors.Count + ",");
foreach (string nbor in evert.Value.Neighbors.Keys)
{
fs.Write(nbor + ";");
}
fs.WriteLine();
}
fs.Close();
Console.WriteLine("EkwEG time to store & generate EE graph: " + (TimeSpan)(DateTime.Now - startTime));
}
public kwp(polarity pole)
{
Weight = 0; kw = ""; Pole = pole;
}
public void genEEgraph(string reportPath, int kwLimitThreshold = 350, int entityOccurThreshold = 2, double polarityThresh = 0.45, bool PoleInvariant = false)
{
if (EkwEgg == null)
{
EkwEgg = new Dictionary <string, EEVertex>();
}
DateTime startTime = DateTime.Now;
foreach (KeyValuePair <string, EkwO> ekwo in EkwDict)
{
string E = ekwo.Key;
EkwO ekwp = ekwo.Value;
double pScore = ekwp.PScore;
if (ekwp.Occur <= entityOccurThreshold)
{
continue;
}
EkwEgg.Add(E, new EEVertex(E));
foreach (string keyword in ekwp.kw.Keys)
{
//got the linker
if (kwLexicon.ContainsKey(keyword) && kwLexicon[keyword].E.Count < kwLimitThreshold)
{
Dictionary <string, Meta> PotentialNeighbors = kwLexicon[keyword].E;
foreach (string nborE in PotentialNeighbors.Keys)
{
double nborPScore = EkwDict[nborE].PScore;
polarity pole = polarity.opn;
if (nborPScore >= polarityThresh && pScore >= polarityThresh)
{
pole = polarity.pos;
}
else if (nborPScore <= -polarityThresh && pScore <= -polarityThresh)
{
pole = polarity.neg;
}
else if (nborPScore > 0 && pScore > 0)
{
if (nborPScore + pScore > 2 * polarityThresh)
{
pole = polarity.pos;
}
else
{
pole = polarity.obj;
}
}
else if (nborPScore < 0 && pScore < 0)
{
if (nborPScore + pScore > 2 * polarityThresh)
{
pole = polarity.neg;
}
else
{
pole = polarity.obj;
}
}
else if (nborPScore == 0 || pScore == 0)
{
pole = polarity.obj;
}
if (pole != polarity.opn || PoleInvariant)
{
EkwEgg[E].AddNeighbor(nborE, keyword, pole);
} //added nbor
} //finding nbors by kw
} //this kw is in lex
} //iterating over kw
} //iterating over EkwDict
DateTime endTime = DateTime.Now;
TimeSpan ts = endTime - startTime;
Console.WriteLine("EkwEG time to generate EE graph: " + ts);
StreamWriter fs = new StreamWriter(reportPath + ".EkwEGg.csv", false);
foreach (KeyValuePair <string, EEVertex> evert in EkwEgg)
{
fs.Write(evert.Key + "," + evert.Value.Neighbors.Count + ",");
foreach (string nbor in evert.Value.Neighbors.Keys)
{
fs.Write(nbor + ";");
}
fs.WriteLine();
}
}
