DOCSLIB.ORG

Information Extraction

Total Page：16

File Type：pdf, Size：1020Kb

Download full-text PDF Read full-text
Information Extraction Information Extraction Prof. Sameer Singh CS 295: STATISTICAL NLP WINTER 2017 February 21, 2017 Based on slides from Dan Jurafski, Chris Manning, Jay Pujara, and everyone else they copied from. Outline What is Information Extraction Named Entity Recognition Homework 3 CS 295: STATISTICAL NLP (WINTER 2017) 2 Outline What is Information Extraction Named Entity Recognition Homework 3 CS 295: STATISTICAL NLP (WINTER 2017) 3 Making Sense of Text Query ? Search Search Query (IR) DB Query Database or Graph Documents Documents Documents Documents Information Documents Documents Documents Extraction Structured Massive Corpus of Representation Unstructured Text 4 News Articles Query Which AI startups have been acquired by Tech companies? acquired founded Company Structured People Representation employee belongsTo Industry expertIn Information Extraction Massive Corpus of News Articles 5 Fiction Query Which two characters are not related by blood? Structured Representation Information Extraction Collection of Books 6 Academic Research Query What is the interaction pathway between YY1 and TIP60? Structured Representation Massive Corpus of Information Scientific Papers Extraction Applications ? Question Answering 250 Documents 200 Documents Documents Information 150 Documents Documents 100 Documents Extraction 50 Documents 0 April June Database or Graph Visualization & Statistics Downstream AI applications 8 Low-level Info. Extraction CS 295: STATISTICAL NLP (WINTER 2017) 9 Slightly better… CS 295: STATISTICAL NLP (WINTER 2017) 10 Slightly better? The headquarters of BHP Billiton Limited, and the global headquarters of the combined BHP Billiton Group, are located in Melbourne, Australia. headquarters(“BHP Biliton Limited”, “Melbourne, Australia”) CS 295: STATISTICAL NLP (WINTER 2017) 11 In the industry… Google Knowledge Graph ◦ Google Knowledge Vault Amazon Product Graph Facebook Graph API IBM Watson Microsoft Satori ◦ Project Hanover/Literome LinkedIn Knowledge Graph Yandex Object Answer Diffbot, GraphIQ, Maana, ParseHub, Reactor Labs, SpazioDati CS 295: STATISTICAL NLP (WINTER 2017) 12 Knowledge Extraction John was born in Liverpool, to Julia and Alfred Lennon. Text Literal Facts Alfred Lennon childOf birthplace Liverpool John Lennon childOf Julia Lennon 13 Role of NLP? John was born in Liverpool, to Julia and Alfred Lennon. Natural Language Processing Lennon.. Mrs. Lennon.. his father John Lennon... the Pool .. his mother .. he Alfred Person Location Person Person John was born in Liverpool, to Julia and Alfred Lennon. NNP VBD VBD IN NNP TO NNP CC NNP NNP 14 Information Extraction Lennon.. Mrs. Lennon.. his father John Lennon... the Pool .. his mother .. he Alfred Person Location Person Person John was born in Liverpool, to Julia and Alfred Lennon. NNP VBD VBD IN NNP TO NNP CC NNP NNP Information Extraction Alfred Lennon childOf birthplace spouse Liverpool John Lennon childOf Julia Lennon 15 Breaking it Down Alfred Lennon Entity resolution, childOf birthplace spouse Entity linking, Liverpool John Lennon Relation extraction… Julia Extraction childOf Information Lennon Lennon.. Mrs. Lennon.. his father John Lennon... the Pool .. his mother .. he Alfred Coreference Resolution... Person Location Person Person John was born in Liverpool, to Julia and Alfred Lennon. Document Dependency Parsing, Part of speech tagging, Named entity recognition… Sentence NNP VBD VBD IN NNP TO NNP CC NNP NNP John was born in Liverpool, to Julia and Alfred Lennon. 16 Outline What is Information Extraction Named Entity Recognition Homework 3 Relation Extraction CS 295: STATISTICAL NLP (WINTER 2017) 17 Named Entity Recognition An important sub-task: find and classify names in text, for example: ◦ The decision by the independent MP Andrew Wilkie to withdraw his support for the minority Labor government sounded dramatic but it should not further threaten its stability. When, after the 2010 election, Wilkie, Rob Oakeshott, Tony Windsor and the Greens agreed to support Labor, they gave just two guarantees: confidence and supply. Named Entity Recognition An important sub-task: find and classify names in text, for example: ◦ The decision by the independent MP Andrew Wilkie to withdraw his support for the minority Labor government sounded dramatic but it should not further threaten its stability. When, after the 2010 election, Wilkie, Rob Oakeshott, Tony Windsor and the Greens agreed to support Labor, they gave just two guarantees: confidence and supply. Named Entity Recognition An important sub-task: find and classify names in text, for example: ◦ The decision by the independent MP Andrew Wilkie to withdraw his Person support for the minority Labor government sounded dramatic but it should not further threaten its stability. When, after the 2010 election, Date Wilkie, Rob Oakeshott, Tony Windsor and the Greens agreed to support Location Labor, they gave just two guarantees: confidence and supply. Organi- zation Detecting Named Entities Person Location Person Person John was born in Liverpool, to Julia and Alfred Lennon. How it is done: Uses in Knowledge Extraction: • Context is important! • Mentions describes the nodes • Georgia, Washington, … • Types are incredibly important! • John Deere, Thomas Cook, … • Often restrict relations • Princeton, Amazon, … • Fine-grained types are informative! • Label whole sentence together • Brooklyn: city • Structured prediction again • Sanders: politician, senator 21 NER: Entity Types 3 class: Location, Person, Organization Stanford CoreNLP 4 class: Location, Person, Organization, Misc 7 class: Location, Person, Organization, Money, Percent, Date, Time PERSON People, including fictional. NORP Nationalities or religious or political groups. FACILITY Buildings, airports, highways, bridges, etc. ORG Companies, agencies, institutions, etc. GPE Countries, cities, states. spaCy.io LOC Non-GPE locations, mountain ranges, bodies of water. PRODUCT Objects, vehicles, foods, etc. (Not services.) EVENT Named hurricanes, battles, wars, sports events, etc. WORK_OF_ART Titles of books, songs, etc. LANGUAGE Any named language. From Stanford CoreNLP (http://nlp.stanford.edu/software/CRF-NER.shtml) 22 NER: Entity Types Fine-grained Types From Ling & Weld. AAAI 2012 (http://aiweb.cs.washington.edu/ai/pubs/ling-aaai12.pdf) 23 CS 295: STATISTICAL NLP (WINTER 2017) 24 Sequence Labeling for NER CS 295: STATISTICAL NLP (WINTER 2017) 25 Features: Words and Lexicons Words Lexicons CS 295: STATISTICAL NLP (WINTER 2017) 26 Features: Prefixes/Suffixes CS 295: STATISTICAL NLP (WINTER 2017) 27 4 17 14 4 Features: Substrings of Words drug oxa : field company 0 6 0 0 8 movie 0 0 0 00 14 6 place person Cotrimoxazole 708 68 241 18 Wethersfield Alien Fury: Countdown to Invasion CS 295: STATISTICAL NLP (WINTER 2017) 28 Features: Word Shapes if A-Z X if a-z x Shape(c)= if 0-9 d o.w. c John DC-100 CamelCase Word shapes Xxxx XX-ddd XxxxxXxxx Short shapes Xx X-d XxXx CS 295: STATISTICAL NLP (WINTER 2017) 29 Features: Surrounding Context John Deere announced i-1 i i+1 NEXT_BIAS BIAS PREV_BIAS NEXT_WORD=Deere WORD=Deere PREV_WORD=Deere NEXT_LWORD=deere LWORD=deere PREV_LWORD=deere NEXT_FIRSTCAP=True FIRSTCAP=True PREV_FIRSTCAP=True NEXT_SSHAPE=Xx SSHAPE=Xx PREV_SSHAPE=Xx NEXT_LEXICON=company LEXICON=company PREV_LEXICON=company … … … CS 295: STATISTICAL NLP (WINTER 2017) 30 Outline What is Information Extraction Named Entity Recognition Homework 3 Relation Extraction CS 295: STATISTICAL NLP (WINTER 2017) 31 Sequence Tagging on Twitter Parts of Speech What a productive day . Not . PRON DET ADJ NOUN . ADV . Named Entity Recognition ‘ Breaking Dawn ’ Returns to Vancouver on January 11th O B-MOVIE I-MOVIE O O O B-GEO-LOC O O O Steedman, 2000 CS 295: STATISTICAL NLP (WINTER 2017) 32 Sequence Tagging Models Logistic Regression Conditional Random Fields Steedman, 2000 CS 295: STATISTICAL NLP (WINTER 2017) 33 What do you have to do? Feature Engineering Test data will be released very close Viterbi Algorithm to the deadline! Steedman, 2000 CS 295: STATISTICAL NLP (WINTER 2017) 34 Upcoming… • Homework 3 is due on February 27 Homework • Write-up and data has been released. • Status report due in 1.5 weeks: March 2, 2017 Project • Instructions coming soon • Only 5 pages • Paper summaries: February 28, March 14 Summaries • Only 1 page each CS 295: STATISTICAL NLP (WINTER 2017) 35.
Load more

Recommended publications
  • AAAI 2017 JAY PUJARA, SAMEER SINGH, BHAVANA DALVI Tutorial Overview
    Knowledge Graph Construction from Text AAAI 2017 JAY PUJARA, SAMEER SINGH, BHAVANA DALVI Tutorial Overview Part 1: Knowledge Graphs Part 2: Part 3: Knowledge Graph Extraction Construction Part 4: Critical Analysis 2 Tutorial Outline 1. Knowledge Graph Primer [Jay] 2. Knowledge Extraction from Text a. NLP Fundamentals [Sameer] b. Information Extraction [Bhavana] Coffee Break 3. Knowledge Graph Construction a. Probabilistic Models [Jay] b. Embedding Techniques [Sameer] 4. Critical Overview and Conclusion [Bhavana] 3 What is Knowledge Extraction? Text John was born in Liverpool, to Julia and Alfred Lennon. Literal Facts Alfred Lennon childOf birthplace Liverpool John Lennon childOf Julia Lennon 4 NLP Fundamentals EXTRACTING STRUCTURES FROM LANGUAGE What is NLP? NLP “Knowledge” Unstructured Structured Ambiguous Precise, Actionable Lots and lots of it! Specific to the task Humans can read them, but Can be used for downstream … very slowly applications, such as creating … can’t remember all Knowledge Graphs! … can’t answer questions 6 What is NLP? John was born in Liverpool, to Julia and Alfred Lennon. Natural Language Processing Lennon.. Mrs. Lennon.. his father John Lennon... the Pool .. his mother .. he Alfred Person Location Person Person John was born in Liverpool, to Julia and Alfred Lennon. NNP VBD VBD IN NNP TO NNP CC NNP NNP 7 What is Information Extraction? Lennon.. Mrs. Lennon.. his father John Lennon... the Pool .. his mother .. he Alfred Person Location Person Person John was born in Liverpool, to Julia and Alfred Lennon. NNP VBD VBD IN NNP TO NNP CC NNP NNP Information Extraction Alfred Lennon childOf birthplace spouse Liverpool John Lennon childOf Julia Lennon 8 Breaking it Down Alfred Lennon Entity resolution, childOf birthplace spouse Entity linking, Liverpool John Lennon Julia Relation extraction… childOf Extraction Lennon Information Lennon.
    [Show full text]
  • University of Pardubice Faculty of Arts and Philosophy 1960´S in Britain
    University of Pardubice Faculty of Arts and Philosophy 1960´s in Britain and The Beatles Kateřina Milatová Bachelor Thesis 2020 Prohlašuji: Tuto práci jsem vypracovala samostatně. Veškeré literární prameny a informace, které jsem v práci využila, jsou uvedeny v seznamu použité literatury. Byla jsem seznámena s tím, že se na moji práci vztahují práva a povinnosti vyplývající ze zákona č. 121/2000 Sb., o právu autorském, o právech souvisejících s právem autorským a o změně některých zákonů (autorský zákon), ve znění pozdějších předpisů, zejména se skutečností, že Univerzita Pardubice má právo na uzavření licenční smlouvy o užití této práce jako školního díla podle § 60 odst. 1 autorského zákona, a s tím, že pokud dojde k užití této práce mnou nebo bude poskytnuta licence o užití jinému subjektu, je Univerzita Pardubice oprávněna ode mne požadovat přiměřený příspěvek na úhradu nákladů, které na vytvoření díla vynaložila, a to podle okolností až do jejich skutečné výše. Beru na vědomí, že v souladu s § 47b zákona č. 111/1998 Sb., o vysokých školách a o změně a doplnění dalších zákonů (zákon o vysokých školách), ve znění pozdějších předpisů, a směrnicí Univerzity Pardubice č. 7/2019 Pravidla pro odevzdávání, zveřejňování a formální úpravu závěrečných prací, ve znění pozdějších dodatků, bude práce zveřejněna prostřednictvím Digitální knihovny Univerzity Pardubice. V Pardubicích dne 19. 4. 2020 Kateřina Milatová ACKNOWLEDGEMENTS I would like to express my gratitude to Mgr. Olga Roebuck, Ph.D., M.Litt. for her help and guidance while I was writing the thesis. Many thanks go to my friends and my wonderful family for their permanent love, support and patience.
    [Show full text]
  • The Beatles on Film
    Roland Reiter The Beatles on Film 2008-02-12 07-53-56 --- Projekt: transcript.titeleien / Dokument: FAX ID 02e7170758668448|(S. 1 ) T00_01 schmutztitel - 885.p 170758668456 Roland Reiter (Dr. phil.) works at the Center for the Study of the Americas at the University of Graz, Austria. His research interests include various social and aesthetic aspects of popular culture. 2008-02-12 07-53-56 --- Projekt: transcript.titeleien / Dokument: FAX ID 02e7170758668448|(S. 2 ) T00_02 seite 2 - 885.p 170758668496 Roland Reiter The Beatles on Film. Analysis of Movies, Documentaries, Spoofs and Cartoons 2008-02-12 07-53-56 --- Projekt: transcript.titeleien / Dokument: FAX ID 02e7170758668448|(S. 3 ) T00_03 titel - 885.p 170758668560 Gedruckt mit Unterstützung der Universität Graz, des Landes Steiermark und des Zentrums für Amerikastudien. Bibliographic information published by Die Deutsche Bibliothek Die Deutsche Bibliothek lists this publication in the Deutsche Nationalbibliografie; detailed bibliographic data are available on the Internet at http://dnb.ddb.de © 2008 transcript Verlag, Bielefeld This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License. Layout by: Kordula Röckenhaus, Bielefeld Edited by: Roland Reiter Typeset by: Roland Reiter Printed by: Majuskel Medienproduktion GmbH, Wetzlar ISBN 978-3-89942-885-8 2008-12-11 13-18-49 --- Projekt: transcript.titeleien / Dokument: FAX ID 02a2196899938240|(S. 4 ) T00_04 impressum - 885.p 196899938248 CONTENTS Introduction 7 Beatles History – Part One: 1956-1964
    [Show full text]
  • Panambí. Revista De Investigaciones Artísticas 3
    Panambí n.11 Valparaíso DIC. 2020 ISSN 0719-630X Panambí| REVISTA de INVESTIGACIONES ARTÍSTICAS | CIAUV | FACULTAD DE ARQUITECTURA | UV n. 11 Valparaíso DIC. 2020 ISSN 0719-630X online Panambí | REVISTA de INVESTIGACIONES ARTÍSTICAS | n. 11 Valparaíso DIC. 2020 ISSN 0719-630X online | CENTRO DE INVESTIGACIONES ARTÍSTICAS | UV | LICENCIA [ Creative Commons Atribución 4.0 Internacional ] Revista de Investigaciones Artísticas Panambí n. 11 | Valparaíso, diciembre 2020. ISSN: 0719-630X online EDITA Centro de Investigaciones Artísticas, Facultad de Arquitectura, U. de Valparaíso. Director Centro de Investigaciones Artísticas Gustavo Celedón, U. de Valparaíso (Chile) Director Panambí Pablo Venegas Romero, U. de Valparaíso (Chile) · Consejo Editorial Marie Bardet, U. París VIII / U. de Buenos Aires (Francia - Argentina) Jorge Dubatti, U. de Buenos Aires / Escuela de Espectadores de Buenos Aires (Argentina) Eduardo Gómez-Ballesteros, U. Complutense de Madrid / Proyecto Artichoke (España) Christian León, U. Andina Simón Bolívar (Ecuador) Ricardo Mandolini, U. de Lille III (Francia) Marcia Martínez, U. de Valparaíso (Chile) Luis Montes Rojas, U. de Chile (Chile) Sergio Navarro, U. de Valparaíso (Chile) Carmen Pardo, U. de Gerona (España) Leandro Pisano, U. degli Studi di Nápoli “L’Orientale” / Festival Interferenze (Italia) Valeria Radrigán, Translab (Chile) Álvaro Rodríguez, Escuela Nacional de Antropología e Historia (México) · Ayudantes de edición Daffne Valdés Vargas Héctor Oyarzún Galaz · Imagen portada nº 11 colectivo LASTESIS · Dirección
    [Show full text]
  • BAB II Sejarah the Beatles & Keterlibatan John Lennon Di Kancah Politik AS
    BAB II Sejarah The Beatles & Keterlibatan John Lennon Di Kancah Politik AS Pada bab ini secara umum penulis akan menjelaskan tentang gambaran umum profil The Beatles dan John Lennon dalam pengaruhnya di kancah politik Amerika Serikat. Yang selanjutnya Penulis jabarkan beberapa sub bab nya yakni tentang sejarah terbentuk dan bubarnya The Beatles, Kepentingan John Lennon di dunia internasional dan penjelasan masuknya John Lennon dalam lingkungan politik. A. Sejarah The Beatles The Beatles adalah sekelompok pemusik Inggris beraliran British Pop yang terbentuk di Liverpool pada tahun 1960 dengan beranggotakan oleh John Lennon sebagai vokalis, Paul McCartney sebagai bassist, George Harrison sebagai guitarist dan Ringgo Star sebagai drummer.1 Sebelum resmi menyandang nama The Beatles, pada tahun 1957 disaat John Lennon sedang mengenyam pendidikan di Liverpool College of Art, ia membentuk sebuah band bernama Black Jack dan bertemu dengan Ringgo Star, sang penabuh drum. Tak lama setelah itu, nama Black Jack berubah menjadi The Quarrymen. Masih pada tahun yang sama, The Quarrymen tampil di sebuah acara gereja dan bertemu dengan Paul McCartney. Dari sini Paul 1 http://www.allmusic.com/artist/mn0000754032s diakses pukul 22.27 (01-06-2015) 1 mengungkapkan kekagumannya pada penampilan John Lennon dan ingin bergabung dengan John Lennon dalam sebuah band. Keinginan tersebut sempat diragukan oleh John, tetapi tekad Paul yang kuat telah melunturkan keraguan John Lennon. Beberapa hari kemudian, Paul McCartney memperkenalkan George Harisson kepada John Lennon. Harisson yang ahli dalam memetik senar gitar akhirnya ikut bergabung dalam The Quarrymen. Personil The Quarrymen banyak mengalami perubahan hingga menyisakan John Lennon, Paul McCartney, Ringgo Star, dan George Harisson.
    [Show full text]
  • The Ballad of John & Yoko
    THE BALLAD OF JOHN & YOKO Written by Luken Tonjes SincerelyLuken.com ACT 1 1 EXT. NEW YORK CITY. MUSEUM OF MODERN ART. AFTERNOON 1 We see a 1966 JOHN LENNON. He is wearing an English cap, signature sunglasses, and a scarf. JOHN is standing outside of the Museum of modern art, the sound of the city bombards him, the head liner is “YOKO ONO” he is curious so he walks in. R INT. MUSEUM OF MODERN ART. AFTERNOON. It is now quiet. He takes off his cap and sunglasses and proceeds down the hall. There is a picture of YOKO as he is walking in. JOHN sees a ladder in the middle of the room with a magnifying glass hanging from the ceiling, and a canvas attached to the wall. He decides to climb it, he picks up the magnifying glass and takes a look at the canvas. It reads “yes” JOHN is in awe and takes a look to his right, there stands YOKO ONO. She is talking to someone and is laughing. JOHN gives a faint smile. CUT TO: INT. NEW YORK CITY. MUSEUM OF MODERN ART. AFTERNOON.- LATER It is towards the end of the show, there are men taking down some of the pieces. YOKO is directing them and she has a clipboards in her hand. JOHN walks up to YOKO in confidence and taps her on the shoulder. She turns quickly. JOHN Hi, I just wanted to introduce myself, I loved the show. Especially the one piece- YOKO And you are? JOHN is shot down JOHN Sorry? 2.
    [Show full text]
  • THE LOST LENNON TAPES Megatree Liners Index
    THE LOST LENNON TAPES MEGATREE INDEX Compiled from the liner note information on the Lost Lennon Tapes MegaTree. Unless otherwise noted, songs are performed by John Lennon. _____________________________________________________________ #9 Dream (alternate mix) .......................................................................................128 #9 Dream (composing demo) ................................................................................203 #9 Dream (demo 2) ..................................................................................................081 #9 Dream (demo) .....................................................................................................063 #9 Dream (LP version) ...........................................................................................063 #9 Dream (partial) ...................................................................................................081 #9 Dream (rough mix) ...................................................................................081, 203 #9 Dream......................................................000, 006, 050, 052, 138, 164, 176, 185 12-Bar Original – The Beatles................................................................................081 1968 marijuana bust.................................................................................................015 1980 Demos...............................................................................................................213 1980.............................................................................................................................200
    [Show full text]
  • Incorporating Lexico-Semantic Heuristics Into Coreference Resolution Sieves for Named Entity Recognition at Document-Level
    Incorporating Lexico-semantic Heuristics into Coreference Resolution Sieves for Named Entity Recognition at Document-level Marcos Garcia Grupo LyS, Dep. de Galego-Portugues,´ Frances´ e Lingu¨´ıstica Fac. de Filolox´ıa, Universidade da Coruna˜ Campus da Coruna,˜ 15701, Coruna,˜ Galicia, Spain [email protected] Abstract This paper explores the incorporation of lexico-semantic heuristics into a deterministic Coreference Resolution (CR) system for classifying named entities at document-level. The highest precise sieves of a CR tool are enriched with both a set of heuristics for merging named entities labeled with different classes and also with some constraints that avoid the incorrect merging of similar mentions. Several tests show that this strategy improves both NER labeling and CR. The CR tool can be applied in combination with any system for named entity recognition using the CoNLL format, and brings benefits to text analytics tasks such as Information Extraction. Experiments were carried out in Spanish, using three different NER tools. Keywords: named entity recognition, coreference resolution, information extraction 1. Introduction long to the same entity) which had been misclassified with Most Named Entity Recognition (NER) systems label each different NER labels. On the other hand, the heuristics also instance of a Named Entity (NE) using only local informa- select the best named entity class for each entity, thus cor- tion (i.e., from the immediate context of the analyzed to- recting previous NER errors. ken). This strategy involves the misclassification of some Several experiments performed in Spanish show that the mentions of the same entity in a single document.1 For proposed strategy systematically improves NER and CR in instance, a common NER system may classify most men- different scenarios, and also tasks such as IE in novels.
    [Show full text]
  • John Lennon – Levicový Intelektuál
    STŘEDOŠKOLSKÁ ODBORNÁ ČINNOST Obor SOČ: 15 (teorie kultury, umění a umělecké tvorby) JOHN LENNON – LEVICOVÝ INTELEKTUÁL Arian Ebrahimi Kraj: Liberecký kraj Liberec 2015 STŘEDOŠKOLSKÁ ODBORNÁ ČINNOST Obor SOČ: 15 (teorie kultury, umění a umělecké tvorby) JOHN LENNON – LEVICOVÝ INTELEKTUÁL John Lennon – Leftist intellectual Autor: Arian Ebrahimi Škola: Podještědské gymnázium, s.r.o. Sokolovská 328 460 14 Liberec Kraj: Liberecký kraj Konzultant: Mgr. Stanislava Rygálová Liberec 2015 PROHLÁŠENÍ Prohlašuji, že jsem svou práci dělal samostatně, použil jsem pouze podklady uvedené v přiloženém seznamu a postup při zpracovávání a dalším nakládání s prací je v souladu se zákonem č. 121/2000 Sb., o právu autorském, o právech souvisejících s právem autorským a změně některých zákonů (autorský zákon) v platném znění. Také prohlašuji, že elektronická verze mé práce se shoduje s verzí vytištěnou. V ………..…… dne………….….. …………………………………… podpis autora ANOTACE Tato práce se zabývá levicovými názory Johna Lennona; cílem práce je vytvořit ucelený portrét Johna Lennona, jakožto levicového intelektuála druhé poloviny 20. století a popsat jeho vztah k levicovému hnutí, komunismu, socialismu a státům Východního bloku. Práce obsahuje stručný životopis Johna Lennona, dále analýzu jeho života včetně doby a prostředí, ve kterém žil a které napomohlo k vytváření jeho levicových názorů, jejichž vývoj je též popsán. Práce dále rozebírá texty čtyř vybraných písní a rozhovorů, které obsahují Lennonovy levicové názory; popsány jsou i další levicové politické aktivity. Poslední část práce se věnuje vztahu Johna Lennona a socialistického Československa. KLÍČOVÁ SLOVA John Lennon, socialismus, komunismus, levicové hnutí, písňové texty, demonstrace, Československo, Sovětský svaz, Nutopia, Yoko Ono ANNOTATION This thesis deals with leftist opinions of John Lennon; the main aim of this work is to make a unitary picture of John Lennon as a leftist intellectual of the second half of the 20th century and to describe his relationship with leftist movement, communism, socialism and the states of Eastern Bloc.
    [Show full text]
  • Early Beatles History: 1940-1964 Birth of the Beatles
    MOVIES ABOUT THE BEATLES Early Beatles History: 1940-1964 Birth of The Beatles In 1978, Elvis – The Movie premiered on American television. The pro- duction was a dramatization of Elvis Presley’s life, featuring Kurt Rus- sell as Elvis. His unexpected death the year before had revived the public interest in ‘The King,’ and countless biographies invaded the market. The movie spawned several fictional and/or biographical films about po- pular culture icons, such as Buddy Holly (The Buddy Holly Story, 1978) and The Beatles (Birth of The Beatles, 1979). In the 1980s and 1990s, only a handful of pop biographies were successful at the box office, i. e. Luis Valdez’ La Bamba (1987) about Richie Valens, Oliver Stone’s The Doors (1991) and Iain Softley’s Backbeat (1993). More recently, Holly- wood has produced a string of highly successful TV and cinema biogra- phies of musical heroes. The most notable films and series are The Rat Pack (1998) about the lives and times of Frank Sinatra, Dean Martin, and Sammy Davis Jr., Ray (2004) about Ray Charles, Stoned (2005) about The Rolling Stones’ Brian Jones, and – again – Elvis (2005). Starting with Birth of The Beatles, The Beatles’ history has been dramatized in various forms for television as well as for the cinema. While The Beat- les’ early group history has been dealt with in Birth of The Beatles (1979), Backbeat (1993), and In His Life: The John Lennon Story (2000), John Lennon’s private life was explored in John and Yoko: A Love Story (1985) and The Hours and Times (1991).
    [Show full text]
  • Your Reading: a Booklist for Junior High and Middle School Students
    DOCUMENT RESUME ED 299570 CS 211 536 AUTHOR Davis, James E., Ed.; Davis, Hazel K., Ed. TITLE Your Reading: A Booklist for Junior High and Middle School Students. Seventh Edition. INSTITUTION National Council of Teachers of English, Urbana, Ill. REPORT NO ISBN-0-8141-5939-7 PUB DATE 88 NOTE 505p.; Prepared by the Committee on the Junior High and Middle School Booklist. AVAILABLE FROMNational Council of Teachers of English, 1111 Kenyon Rd., Urbana, IL 61801 (Stock No. 59397, $10.95 member, $14.50 nonmember). PUB TYPE Books (010) -- Reference Materials - Bibliographies (131) EDRS PRICE MF02/PC21 Plus Postage. DESCRIPTORS *Adolescent Literature; Annotated Bibliographies; Elementary Secondary Education; Junior High Schools; *Literature Appreciation; Middle Schools; Reading Interests; *Reading Materials; Student Interests ABSTRACT This annotated bibliography, for junior high and middle school students, describes nearly 2,000 books to read for Pleasure, for school assignments, or merely to satisfy curiosity. Books included have been published mostly in the last five years and are divided into six major sections: fiction, drama, picture books for older readers, poetry, short story collections, and nonfiction. The fiction and nonfiction sections have been further subdivided into various categories; e.g. (1) abuse; (2) adventure; (3) animals and pets; (4) the arts; (5) Black experiences; (6) classics; (7) coming of age; (8) computers; (9) dating and love; (10) death and dying; (11) ecology; (12) ethnic experiences; (13) family situations; (14)
    [Show full text]
  • Lennons Længsel LENNONS LÆNGSEL © Lemuel Books Bo Heimann
    LENNONS LÆNGSEL LENNONS LÆNGSEL © Lemuel Books Bo Heimann ISBN 978-87-92500-36-6 Omslag og sats: Mikael Jensen & Kirsten Puggaard Minoin Pro 11/13, Morris Sans Pro Tryk: ScandinavianBook Korrektur: Lars Christian Junge, Grete Bacci Hartz & Beatrice Olsen TAK til fotograf Jens Munk for brug af hans Lennon-billeder til cover og på side 81 Materialet i denne publikation er omfattet af lov om ophavsret. Tilladelse til brug af tekstuddrag fra Lennons Beatles-værker fra Universal Music Sverige. Tilladelse til brug af tekstuddrag fra Lennons solo-værker fra EDITION WILHELM HANSEN AS, KØBENHAVN. www.lemuelbooks.com LEMUEL BOOKS ApS Mejlgade 28, gaarden DK - 8000 Aarhus C Bo Heimann LENNONS LÆNGSEL lemuel books Af samme forfatter: U’et – kritik og perspektiver Med Jan Lind-Hansen. Gyldendal Business, 2013. Hvad er ego? Heimann Publishing, 2013. Skab frihed i dit sind Heimann Publishing, 2013. Ledelse og følelser Klim (antologi – bidragende skribent), 2011. Nærværets Kraft – og kunsten at lede sig selv Med Ivan Fruergaard. Gyldendal Business, 2010. Nærvær i nuet (Inkl. CD m. guidede meditationer.) Med Louise Fjendbo. Bogan, 2009. Værdier med mening Med Kim Gørtz. Frydenlund, 2008. Yeshua Parzifal Publishing, 2008. OM Shanti Parzifal Publishing, 2005. Hvad er ego? Aschehoug, 2004. Hva’ med selvansvarligheden? Aschehoug, 2002. Sig dog noget, mand! Aschehoug, 2001. Drømme om Danmark Fremad (antologi – bidragende skribent), 1997. Læs mere på www.boheimann.com INDHOLD FORORD 9 My Mummy’s Dead INDLEDNING 13 Mamma don’t go, daddy come home A Hard Day’s Night – 1964 25 Beatles For Sale – 1964 29 Help! – 1965 31 Rubber Soul – 1965 34 Revolver – 1966 38 Strawberry Fields Forever – 1967 45 Sgt.
    [Show full text]