55299e48b69953cf79670a9a73a77854 27._D5.3_ITFLOWS_.pdf 1af14e351010263441f9a61c30107e72a0768ed8 27._D5.3_ITFLOWS_.pdf 0150509643219258e73a343a1e66c1c796fb17c561d3919562d93814cb72208e 27._D5.3_ITFLOWS_.pdf Author: Pichierri, Francesca Creator: Microsoft® Word 2016 Producer: www.ilovepdf.com CreationDate: Tue Feb 22 12:42:13 2022 CET ModDate: Tue Feb 22 12:42:13 2022 CET Tagged: yes UserProperties: no Suspects: no Form: none JavaScript: no Pages: 33 Encrypted: no Page size: 595.44 x 841.68 pts Page rot: 0 File size: 1183251 bytes Optimized: no PDF version: 1.5 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- ABCDEE+Cambria TrueType WinAnsi yes yes no 43 0 ABCDEE+Cambria,Bold TrueType WinAnsi yes yes no 47 0 ABCDEE+Cambria CID TrueType Identity-H yes yes yes 51 0 ABCDEE+Cambria,Italic CID TrueType Identity-H yes yes yes 58 0 ABCDEE+Cambria,Italic TrueType WinAnsi yes yes no 66 0 Arial TrueType WinAnsi no no no 105 0 Symbol CID TrueType Identity-H yes no yes 255 0 ABCDEE+Cambria,BoldItalic TrueType WinAnsi yes yes no 312 0 Arial,Bold TrueType WinAnsi no no no 541 0 Arial CID TrueType Identity-H yes no yes 555 0 ABCDEE+Courier New,Bold TrueType WinAnsi yes yes no 577 0 ABCDEE+Courier New TrueType WinAnsi yes yes no 645 0 ABCDEE+Courier New CID TrueType Identity-H yes yes yes 687 0 Jhove (Rel. 1.22.1, 2019-04-17) Date: 2022-07-21 02:33:34 CEST RepresentationInformation: 27._D5.3_ITFLOWS_.pdf ReportingModule: PDF-hul, Rel. 1.12.1 (2019-04-17) LastModified: 2022-07-19 13:30:15 CEST Size: 1183251 Format: PDF Version: 1.5 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf PDFMetadata: Objects: 1385 FreeObjects: 1 IncrementalUpdates: 0 DocumentCatalog: PageLayout: SinglePage PageMode: UseNone Language: en-US Outlines: Item: Title: 1. Introduction Destination: 1 Children: Item: Title: 1.1 Objective and Scope Destination: 1 Item: Title: 1.2 Organisation of the Manual Destination: 1 Item: Title: 2. Getting Started Destination: 1 Children: Item: Title: 2.1 Availability Destination: 1 Item: Title: 2.2 Download and Installation Destination: 1 Item: Title: 2.3 File Structure Destination: 1 Item: Title: 3. Using the Application Destination: 1 Children: Item: Title: 3.1 Extracting Tweets and Metadata (crawler) Destination: 1 Item: Title: 3.2 Pre-processing (pre-processing) Destination: 1 Children: Item: Title: 3.2.1 Restructure crawled data Destination: 1 Item: Title: 3.2.3 Convert Twitter data to panda DataFrames Destination: 1 Item: Title: 3.2.4 Tweet text pre-processing Destination: 1 Item: Title: 3.3 Topic Modelling (topic_modelling) Destination: 1 Item: Title: 3.4. Entity Linking (entity_linking) Destination: 1 Item: Title: 3.5. Sentiment Analysis (sentiment_analysis) Destination: 1 Item: Title: 3.6. Hate Speech Detection (hate_speech_detection) Destination: 1 Item: Title: 3.7. Analysis of the Factors Affecting Public Attitude towards Migrations Destination: 1 Item: Title: 3.8. KB population (populate_kb) Destination: 1 Item: Title: 4. Multilingual MGKB Destination: 1 Children: Item: Title: 4.1 Availability Destination: 1 Item: Title: 4.2 File Structure Destination: 1 Item: Title: 4.3 Using the Application Destination: 1 Children: Item: Title: 4.3.1 Crawling Tweets Destination: 1 Item: Title: 4.3.2 Pre-processing the tweets Destination: 1 Item: Title: 4.3.3 Topic Modelling (ETM) Destination: 1 Item: Title: 4.3.4 Fine-tune Language Models with Adapters Destination: 1 Item: Title: 4.3.5 Sentiment Analysis Destination: 1 Item: Title: 4.3.6 Hate Speech Detection Destination: 1 Item: Title: 5. Error Handling & Bug Reports Destination: 1 Item: Title: 6. Conclusions Destination: 1 Item: Title: 7. References Destination: 1 Info: Author: Pichierri, Francesca Creator: Microsoft® Word 2016 Producer: www.ilovepdf.com CreationDate: Tue Feb 22 12:42:13 CET 2022 ModDate: Tue Feb 22 12:42:13 CET 2022 ID: 0x5c7e5c5f6f3d774355325c5c53685c7729, 0x1d7aec755f7b163faf7bd662fa797124 Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 170 ImageHeight: 113 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Interpolate: true Image: NisoImageMetadata: FormatName: image/png ImageWidth: 616 ImageHeight: 218 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Interpolate: false Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 331 ImageHeight: 69 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Interpolate: true Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 331 ImageHeight: 69 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