Matches in SemOpenAlex for { <https://semopenalex.org/work/W4210358630> ?p ?o ?g. }
- W4210358630 abstract "Nowadays, with the rapid growth of information spread, investors involve news and sentiments in their financial decision more than before. This paper investigates the effect of technical and fundamental analysis in the form of technical indicators and sentiments of news on Iranian stocks. Several packages and technologies are developed for English semantic; in this regard, most previous works are done on English, especially Twitter. On the other hand, there are rare attempts about the effect of Persian semantics on Iranian stocks due to the lack of uniform packages and technologies. This study collects news articles in Iran that are related to stocks. After data preprocessing, the polarity of news is discerned by the HESNEGAR lexicon. It is the first to consider a semantic Persian lexicon on Iranian stocks. Three models are proposed based on the deep learning approach-convolutional neural networks; price only, news sentiments and hybrid models. Experimental results showed that hybrid model considering both technical indicators and news sentiments using the HESNEGAR lexicon could significantly improve the prediction accuracy compared to price only and news sentiments models. This study can be the reference model to plan a trading strategy." @default.
- W4210358630 created "2022-02-08" @default.
- W4210358630 creator A5015357389 @default.
- W4210358630 creator A5034148788 @default.
- W4210358630 creator A5037960046 @default.
- W4210358630 creator A5078261200 @default.
- W4210358630 date "2022-03-01" @default.
- W4210358630 modified "2023-09-26" @default.
- W4210358630 title "MODELING STOCK PRICE MOVEMENTS PREDICTION BASED ON NEWS SENTIMENT ANALYSIS AND DEEP LEARNING" @default.
- W4210358630 cites W1259090559 @default.
- W4210358630 cites W1819932765 @default.
- W4210358630 cites W1984430235 @default.
- W4210358630 cites W2017444122 @default.
- W4210358630 cites W2029727871 @default.
- W4210358630 cites W2058168013 @default.
- W4210358630 cites W2077365830 @default.
- W4210358630 cites W2090637028 @default.
- W4210358630 cites W2094665138 @default.
- W4210358630 cites W2128792405 @default.
- W4210358630 cites W2171468534 @default.
- W4210358630 cites W2179283721 @default.
- W4210358630 cites W2216787471 @default.
- W4210358630 cites W2293469411 @default.
- W4210358630 cites W2335437562 @default.
- W4210358630 cites W2542080616 @default.
- W4210358630 cites W2550277654 @default.
- W4210358630 cites W2607162077 @default.
- W4210358630 cites W2613906735 @default.
- W4210358630 cites W2736296420 @default.
- W4210358630 cites W2765262423 @default.
- W4210358630 cites W2783474735 @default.
- W4210358630 cites W2790712717 @default.
- W4210358630 cites W2806948703 @default.
- W4210358630 cites W2808626748 @default.
- W4210358630 cites W2853380097 @default.
- W4210358630 cites W2883909009 @default.
- W4210358630 cites W2884523089 @default.
- W4210358630 cites W2885935886 @default.
- W4210358630 cites W2889201272 @default.
- W4210358630 cites W2889504991 @default.
- W4210358630 cites W2901376184 @default.
- W4210358630 cites W2906144072 @default.
- W4210358630 cites W2922520266 @default.
- W4210358630 cites W2922854612 @default.
- W4210358630 cites W2965613425 @default.
- W4210358630 cites W2966861509 @default.
- W4210358630 cites W3005880472 @default.
- W4210358630 cites W3008771043 @default.
- W4210358630 cites W3105708681 @default.
- W4210358630 cites W3105930490 @default.
- W4210358630 cites W3207546428 @default.
- W4210358630 cites W333233685 @default.
- W4210358630 cites W4211036025 @default.
- W4210358630 doi "https://doi.org/10.1142/s2010495222500038" @default.
- W4210358630 hasPublicationYear "2022" @default.
- W4210358630 type Work @default.
- W4210358630 citedByCount "4" @default.
- W4210358630 countsByYear W42103586302022 @default.
- W4210358630 crossrefType "journal-article" @default.
- W4210358630 hasAuthorship W4210358630A5015357389 @default.
- W4210358630 hasAuthorship W4210358630A5034148788 @default.
- W4210358630 hasAuthorship W4210358630A5037960046 @default.
- W4210358630 hasAuthorship W4210358630A5078261200 @default.
- W4210358630 hasConcept C106159729 @default.
- W4210358630 hasConcept C108583219 @default.
- W4210358630 hasConcept C117245426 @default.
- W4210358630 hasConcept C138885662 @default.
- W4210358630 hasConcept C154945302 @default.
- W4210358630 hasConcept C162324750 @default.
- W4210358630 hasConcept C184337299 @default.
- W4210358630 hasConcept C199360897 @default.
- W4210358630 hasConcept C204321447 @default.
- W4210358630 hasConcept C2776527531 @default.
- W4210358630 hasConcept C2778121359 @default.
- W4210358630 hasConcept C41008148 @default.
- W4210358630 hasConcept C41895202 @default.
- W4210358630 hasConcept C66402592 @default.
- W4210358630 hasConcept C81363708 @default.
- W4210358630 hasConcept C82054205 @default.
- W4210358630 hasConcept C96455323 @default.
- W4210358630 hasConceptScore W4210358630C106159729 @default.
- W4210358630 hasConceptScore W4210358630C108583219 @default.
- W4210358630 hasConceptScore W4210358630C117245426 @default.
- W4210358630 hasConceptScore W4210358630C138885662 @default.
- W4210358630 hasConceptScore W4210358630C154945302 @default.
- W4210358630 hasConceptScore W4210358630C162324750 @default.
- W4210358630 hasConceptScore W4210358630C184337299 @default.
- W4210358630 hasConceptScore W4210358630C199360897 @default.
- W4210358630 hasConceptScore W4210358630C204321447 @default.
- W4210358630 hasConceptScore W4210358630C2776527531 @default.
- W4210358630 hasConceptScore W4210358630C2778121359 @default.
- W4210358630 hasConceptScore W4210358630C41008148 @default.
- W4210358630 hasConceptScore W4210358630C41895202 @default.
- W4210358630 hasConceptScore W4210358630C66402592 @default.
- W4210358630 hasConceptScore W4210358630C81363708 @default.
- W4210358630 hasConceptScore W4210358630C82054205 @default.
- W4210358630 hasConceptScore W4210358630C96455323 @default.
- W4210358630 hasIssue "01" @default.
- W4210358630 hasLocation W42103586301 @default.
- W4210358630 hasOpenAccess W4210358630 @default.