using deep linguistic features for finding deceptive opinion spam

... work  Otofun forum (www.otofun.net/forum): A forum for mostly the men to exchange about issues of automobile and related subjects  Tinhte forum (www.tinte.vn/forum): A forum for young people ... There-fore, we selected three forums to collect data to ensure that the data collected will cover a wide range of users and subjects  Webtretho forum (www.webtretho.com/forum): A forum for girls ... to classify authorial characteristics of the informal online messages as forum posts based on linguistic features, in which using content-based features improved the results significantly Experiments

Ngày tải lên: 16/12/2017, 15:20

... 1OPINION SPAM RECOGNITION METHOD FOR ONLINEREVIEWS USING ONTOLOGICAL FEATURES NGUYEN HOANG LONG * , PHAM HOANG TRONG NGHIA * , NGO MINH VUONG ** ABSTRACT Nowadays, there are a lot of people using ... classification for the group of candidates In the study of spam, web spam has been researched for a long time and had a lot of practical applications Web spam is defined as a website containing spam content ... chosen to filter into the desired entity 4.3 Opinion spam detection module Figure 3 Workflow of opinion spam detection module We also develop an Opinion Spam Detection Module to handler and process

Ngày tải lên: 05/01/2023, 22:50

... instruction for food use is a very important matter for ultimate consumers who will directly use food products as well as food manufacturing of companies Therefore, “A Study of Linguistic Features ... on some linguistic features of instructions for use of foodstuffs in English and Vietnamese 1.4 RESEARCH QUESTIONS 1 What are lexical, syntactic, and semantic features of instructions for use ... of instructions for use of foodstuffs in English and Vietnamese in terms of linguistic features? Trang 33 What are some possible suggestions for teaching, learning, as well as using English by

Ngày tải lên: 26/11/2013, 13:23

... Trang 1A Corpus-Based Study of the Linguistic Features and Processes Which Influence the Way Collocations Are Formed: Some Implications for the Learning ofI show that it is possible ... collocations byconsidering the linguistic features and processes which have influencedthe way they have been formed My contention is that, if the learner isencouraged to look for an explanation, it makes ... able to produce some ofthese combinations by using his or her understanding of the linguisticfeatures and processes which influenced the way they were formed.More recently there have been a few

Ngày tải lên: 01/01/2019, 22:21

... findings, provides some implications for teaching and learning English and Vietnamese as foreign languages, claiming some limitations and unsolved problems, and put forward some suggestions for ... mentioned above, the study tries to seek the information for the following questions: 1) What are the syntactic features of adjective and verb phrases as idioms using the words of body parts in expressing ... Vietnamese learners of English as well as foreigners studying Vietnamese through my research: “An investigation into linguistic features of adjective and verb phrases using the words of body parts in

Ngày tải lên: 16/01/2020, 18:58

... slogans for food and drink products in four linguistic aspects, namely syntactic features from the aspect of sentence complexity, semantic features including some figures of speech, phonological features ... For all the reasons mentioned above and be motivated by previous studies, a study entitled: “A descriptive analysis of linguistic features of advertising language used in English slogans for ... significant linguistic features of the advertising language used in English slogans for food and drink products This study with its results is hoped to be served as an invaluable source of reference for

Ngày tải lên: 30/09/2020, 12:22

... alignment-free pairwise protein features showed the highest classification performance for ortholog detection in three yeast proteome pairs Although such supervised approaches outperformed traditional methods, ... the alignment-free features listed above and (iii) an-other one resulting from the combination of alignment-based and alignment-free protein features For model building we are using different machine ... alignment-free features on the supervised classifi-cation for ortholog detection Thus, big data supervised classifiers are compared considering three study cases: alignment-based features, alignment-free features

Ngày tải lên: 25/11/2020, 15:40

... sequence-based information, E for evolution-ary information and P for physicochemical information S uses the feature set introduced in Features (see “Features” section) without the input features obtained ... Physicochemistry Evolutionary Sequence Features The number of features specified for MetaPSICOV refer to Stage1/ Stage2 The number of features specified for MemBrain refer to the serial/parallel ... accessibility from SOLVPRED Features Our meta prediction method EPSILON-CP combines sequence-based information, evolutionary information, and physicochemical information The 171 features are primarily

Ngày tải lên: 25/11/2020, 16:58

... external features along with deep learning models incor-– We exploit several features for RRE task including Part-of-Speech and severalsyntactic-based features – We propose several approaches for ... 13 2.2 Deep Learning Models for Recogizing Textual Entailment 13 2.2.1 Recognizing Textual Entailment (RTE) 13 2.2.2 Deep Learning Approaches for RTE and NLI 15 2.3 Training deep learning ... incorporate engineering features such deep-as Part-of-Speech and other syntactic-bdeep-ased features to recognize non-overlapping REparts Secondly, we propose two unified models for recognizing overlapped

Ngày tải lên: 08/08/2021, 17:34

... the linguistic features of these opinion essays, as outlined by Halliday and Hasan (1976), have not received sufficient attention Therefore, I have chosen to focus on the topic: “Linguistic Features ... understanding the linguistic features necessary for writing effective essays that meet language requirements.Data Analysis ProceduresThe analysis of linguistic features operating in band- 8 IELTS opinion ... the research procedures reinforces the study's validity.FINDINGS AND DISCUSSIONLexical Features of Opinion EssaysIn opinion essays, it is crucial to emphasize lexical features, as they play a significant

Ngày tải lên: 11/08/2021, 15:58

... the EACL (r =− 0.053, p < 0.05) Therefore, these features can be used for the construction of the deep neural network model Interest-ingly, the four features are mainly distributed in the EACL ... calculation formula for the support vector machine approach is detailed in additional file 1(4) A decision tree is a multi-classification super-vised learning algorithm The calculation formula for the ... presented in the form of tables, box-and-whisker diagrams, and correlation Fig 1 Flowchart depicting the proposed deep neural network model DWT: discrete wavelet transform; DNN: deep neural network;

Ngày tải lên: 12/01/2022, 22:01

... framework-Appraisal Theory to the analysis of linguistic features of Attitude The authors worked on 70 opinion articles from online English newspaper platforms, such as The New York Times, WorldBank, ... THÁI ĐỘ TRONG BÀI BÌNH LUẬN KINH TẾ TIẾNG ANH VỀ TÁC ĐỘNG CỦA COVID-19 LINGUISTIC FEATURES OF ATTITUDE IN ENGLISH ECONOMIC OPINION ARTICLES OF COVID-19 EFFECTS Thuộc lĩnh vực: Ngôn ngữ học Sinh ... của Covid-19 ở các nguồn báo trực tuyến có uy tín như The New York Times, Daily Mail, Worldbank, Forbes, The Wall Street Journey, The Economics và The Atlantics Những bài báo nghiên cứu được thẩm

Ngày tải lên: 08/03/2022, 21:50

... TECHNOLOGYMASTER THESIS Representation learning for Knowledge Graph using Deep Learning methods TONG VAN VINH Vinh.TV202705M@sis.hust.edu.vn School of Information and Communication Technology Supervisor: ... missingtriples in the i-KG For brevity’s sake, we use i-KGandKGinterchangeably in thisthesis There are a lot of KGs that have attribute information along with structureinformation For example, It can ... statistics for KG alignment 59 5.3 End-to-end KG alignment performance (bold: winner, underline: first runner-up) 62 5.4 Ablation study 63 5.5 Knowledge Graph Completion performance

Ngày tải lên: 04/04/2022, 12:49

... of Linguistic Features of Advertising Language Used in English Slogans for Food and Drink Products" aims to explore the key linguistic characteristics found in English advertising slogans for ... Implications for teaching Business English and linguistics This study provides valuable insights into the linguistic features of advertising language in food and drink slogans, particularly for those ... characteristics of advertising slogans for food and drink products, highlighting key linguistic features of English advertising language Additionally, it explores implications for crafting effective slogans

Ngày tải lên: 28/06/2022, 08:49

... which leads to the results that are related to the linguistic theory in the search for linguistic universals Trang 9Contrastive linguistic featuresLado (1957) in his study also states the comparisons ... knowledge of contrastive linguistic features comes as the essential complementary factor to the receptive skills and productive skills - Understanding contrastive linguistic features is closely associated ... to be mainly phonological, lexical, and syntactical;  Referring to the linguistic features of the texts, excluding what forms of press, and article titles are;  Considering language structures

Ngày tải lên: 10/10/2022, 23:46

... for the robot to detect pertinent features in its environment and to use them for various tasks For instance, for a mobile robot, the automatic recognition of features is an important issue for ... sensors to detect natural features like open doors and T-intersections Using artificial features makes the process of detection and distinction of features easier, because the features are designed ... of features For instance, Kortenkamp, Baker, and Weymouth (Kortenkamp et al., 1992) use rules about the variation of the sonar sensors to learn different types of features and adds visual information

Ngày tải lên: 04/12/2022, 15:14

... slogans for food and drink products in four linguistic aspects, namely syntactic features from the aspect of sentence complexity, semantic features including some figures of speech, phonological features ... For all the reasons mentioned above and be motivated by previous studies, a study entitled: “A descriptive analysis of linguistic features of advertising language used in English slogans for ... significant linguistic features of the advertising language used in English slogans for food and drink products This study with its results is hoped to be served as an invaluable source of reference for

Ngày tải lên: 05/12/2022, 22:14

... inappropriate information; – Step 03: Save information and system for proof; – Step 04: Process the TF-IDF index for news data; – Step 05: Build an inverse index for news for information search; ... appropriatefor the method 797 Trang 5To address readers’ current needs for the most reliable informationamong the abundance of information on social networks, we offer a deeplearning aggregation model for ... definitions, components, types, and features of disinformation Wedetail our export model, which does some of the following work to identifyforgery information printed 4.1 Problem Formulation Fake news has

Ngày tải lên: 31/08/2023, 10:33

... frequency of certain linguistic features This small sample size also restricts the ability to generalize findings to all English food and drink slogans.This study explores key linguistic features in advertising ... titled “A Descriptive Analysis of Linguistic Features of Advertising Language Used in English Slogans for Food and Drink Products” was conducted to explore the key linguistic characteristics of advertising ... advertising slogans for food and drink products, highlighting the key linguistic features of advertising language in English Additionally, it explores practical implications for crafting effective

Ngày tải lên: 17/12/2023, 02:37

... HH nà Hy 9 2 Student’s Information 011077English: Developing Automatic Surveillance System for Personal Protective Equipment Compliance in Real Construction Sites using Deep Neural Network ModelsVietnamese: ... The proposed system uses a deep learning-based approach for the detection of safety gear [8]. Specifically, the YOLO algorithm is used for object detection, which allows for real- time processing ... detection accuracy of 83.77% for a person, 88.51% for hard hats, and 81.47% for safety vests The system was also able to operate in real-time with the speed of 36.62 ms for detecting an image.However,

Ngày tải lên: 08/10/2024, 01:04