/// <summary>
/// Gets all synonyms of the given word in the given part of speech and finds the most complex word in the set.
/// Uses WordNet as thesaurus and weighted scores to determine which is most complex.
/// </summary>
/// <param name="word">Word to get synonyms of.</param>
/// <param name="pos">Part of speech of the given word. Used to find more accurate synonyms.</param>
/// <returns>The most complex synonym of the given word in the given part of speech.</returns>
public static string GetMostComplexSynyonymScoredWN(string word, Wnlib.PartsOfSpeech pos)
{
// TODO: Lemmatization?
if (pos == Wnlib.PartsOfSpeech.Unknown)
{
// We're gonna have some serious problems (namely, a NullReferenceException) if we don't back out of this right now.
return(word);
}
string[] synonymsArr = Lexicon.FindSynonyms(word, pos, false);
if (synonymsArr == null || synonymsArr.Length == 0)
{
return(word);
}
List <string> synonyms = new List <string>(synonymsArr);
string mostComplexSynyonym = "";
double mostComplexScore = 0.0;
#region Synonym collection setup
if (!synonyms.Contains <string>(word))
{
synonyms.Add(word);
}
#endregion
#region Most complex synonym find
foreach (string cs in synonyms)
{
double csScore = WordRater.GetTotalScore(cs);
if (mostComplexSynyonym == "" || csScore > mostComplexScore)
{
mostComplexSynyonym = cs;
mostComplexScore = csScore;
}
}
#endregion
return(mostComplexSynyonym);
}
/////////////////////////////////////////////////////////////////////////////////////
public HomeController(IOptions <TwitterCrawlerConfig> config)
{
posTagger = new PosTagger();
twitterCrawler = new TwitterCrawler(config);
tokenizer = new Tokenizer();
tokenAnalyser = new TokenAnalyser();
tweetAnalyser = new TweetAnalyser();
wordRater = new WordRater();
sentimentCalculator = new SentimentCalculator();
preprocessor = new Preprocessor();
parseTreeAnalyser = new ParseTreeAnalyser();
networkSendClientSocket = new NetworkClientSocket(NetworkSendClientPort, NetworkClientHost);
networkReceiveClientSocket = new NetworkClientSocket(NetworkReceiveClientPort, NetworkClientHost);
serializer = new Serializer();
deserializer = new Deserializer();
tester = new Tester();
}
