|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | Text Sentiment Analysis Using Frequency-Based Vigorous Features显示文摘Sentiment Analysis, an un-abating research area in text mining, requires a computational method for extracting useful information from text. In recent days, social media has become a really rich source to get information about the behavioral state of people(opinion) through reviews and comments. Numerous techniques have been aimed to analyze the sentiment of the text, however, they were unable to come up to the complexity of the sentiments. The complexity requires novel approach for deep analysis of sentiments for more accurate prediction. This research presents a three-step Sentiment Analysis and Prediction(SAP) solution of Text Trend through K-Nearest Neighbor(KNN). At first, sentences are transformed into tokens and stop words are removed. Secondly, polarity of the sentence, paragraph and text is calculated through contributing weighted words, intensity clauses and sentiment shifters. The resulting features extracted in this step played significant role to improve the results. Finally, the trend of the input text has been predicted using KNN classifier based on extracted features. The training and testing of the model has been performed on publically available datasets of twitter and movie reviews. Experiments results illustrated the satisfactory improvement as compared to existing solutions. In addition, GUI(Hello World) based text analysis framework has been designed to perform the text analytics. | Abdul Razzaq Muhammad Asim Zulqrnain Ali Salman Qadri Imran Mumtaz Dost Muhammad Khan Qasim Niaz | 2019 | China Communications2019，16，12： | 2 |
| 2 | Determination of pesticides in soil samples by supercritical fluid chromatography-atmospheric pressure chemical ionisation mass spectrometric detection显示文摘 | Dost K Jones D C Auerbach R | 2000 | Analyst2000，125，10： | 1 |
| 3 | Unilateral opacification of the paranasal sinuses in CT or MRl:an indication of an uncommnu histological finding显示文摘 | Lehnerdt G Weber J Dost P | 2001 | Laryngorhinootologie2001，80，3： | 1 |
| 4 | An investiga- tion of chromium ( Wl ) ion removal from wastewaters by adsorption on residual lignin显示文摘 | Celik A Dost K Sezer H | 2004 | Fresenius Environmental Bul- letin2004，13，2： | 1 |
| 5 | Osteoblast-like cell cultures from human stapes 显示文摘 | Dost P Ten Cate WJ Wiemann M | 2002 | Acta Otolaryngol2002，122，8： | 1 |
| 6 | Paraffinoma/a rare complication following endonasal surgery显示文摘 | BACHOR E DOST P UNGER A | 1999 | Laryngorhinootologie1999，78，： | 1 |
| 7 | Determination of sul- fonamides by packed column supercritical fluid chromatogra- phy with atmosheric pressure chemical ionnization mass spec- trometric detection显示文摘 | DOST K JONES D C DAVIDSON G | 2000 | Analyst2000，125，7： | 1 |
| 8 | Evaluation of c-galactosides decrease during storage of germinated pea seeds treated by high pressure显示文摘 | Kadlec P Dost 6 lov 6 J Houka M | 2006 | Journal of Food Engineering2006，77，： | 1 |
| 9 | The anticonvulsant retigabine potently suppresses epileptiform discharges in the low Ca+ + and low Mg+ + model in the hippocampal slice preparation显示文摘 | Dost R Rundfeldt C | 2000 | Epilepsy Res2000，38，1： | 1 |
| 10 | A shortened exposure of oocytes to sperm in standard in vitro fertilization显示文摘 | Brezinová J Labanová M Dostál J | 2001 | Ceska Gynekol[Cze]2001，66，5： | 1 |
| 11 | A numerical simulation study for the effect of magnetic fields in liquid phase diffusion growth of SiGe single crystals显示文摘 | Yildiz E Dost S Yildiz M | 2006 | Journal of Crystal Growth2006，291，2： | 1 |
| 12 | Redox signaling triggers protection during the reperfusion rather than the isehemie phase of preeonditioning显示文摘 | Dost T Cohen MV Downey JM | 2008 | Basic Res Cardiol2008，103，4： | 1 |
| 13 | Immunological monitoring of sepsis using flow cytometry-quantitation of monocyte HLA-DR expression and granulocyte CD64 expression显示文摘 | Sedlácková L Pr cha M Dostál M | 2005 | Epidemiol Mikrobiol Imunol2005，54，2： | 1 |
| 14 | Analysis of heat transfer in a vessel with helical pipe coil and multistage impeller 显示文摘 | Martin Dostál Marcela Vě?í?ová Karel Petera Tomá? Jirout Ivan Fo?t | 2014 | The Canadian Journal of Chemical Engineering2014，92，： | 1 |
| 15 | Determination of polycyclic aromatic hydrocarbons in edible oils and barbecued food by HPLC/UV-Vis detection显示文摘 | Dost K I觶deli C | 2012 | Food Chemistry2012，133，1： | 1 |
| 16 | The anticonvulsam potently sup- presses epileptiform discharges in the low Ca^2+ model in the hippocampal slice preparation 显示文摘 | DOST R RUNDFELDT C | 2000 | Epilepsy Res2000，38，1： | 1 |
| 17 | The effects of upper extremity progressive resistance and endur- ance exercises in patients with spinal cord injury显示文摘 | Dost G DulgerogIu D Yildirim A | 2014 | Journal of back and musculoskeletal rehabilitation2014，27，4： | 1 |
| 18 | A three-dimensional numerical simulation model for the growth of CdTe single crystals by the travelling heater method under magnetic field 显示文摘 | LIU Y DOST S LENT B REDDEN R F | 2003 | Joumal of Crystal Growth2003，254，3： | 1 |
| 19 | Determination of potycyclic aromatic hydrocarbons in edible oils and barbecued food by HPLC/ UV - Vis detection 显示文摘 | DOST K IDELI C | 2012 | Food Chem2012，133，1： | 1 |
| 20 | The analysis o beta-ago- nists by packed-column supercritical fluid chromatography with ultra-violet and atmospheric pressure chemical ionization mass spectrometric detection显示文摘 | Jones D C Dost K Davidson G | 1999 | The Analyst1999，124，6： | 1 |
您所在的机构暂未开通此部分的功能，请联系管理员