**********************************publicationData.txt**********************************************
**********************************queries.txt************************************************
Purpose The main purpose of this homework is to practice an important data structure, i.e., Map.
In addition, it continues practicing Object-oriented programming (inheritance, abstract classes and
interfaces), input/output, string manipulations, and lists. Instructions Design and implement the
following interface and classes: - Document (interface): Any document must have get methods to
access its title, authors (including first and last names), and year of production. - Publication
(abstract class): A publication is a document that was published. In addition to title, authors and
year, a publication also has a publisher. Implement constructor(s), toString and get methods. You
must put a contract in this class that all subclasses of Publication must implement a
getPageNumbers method (returns the total number of pages of a publication). - Book (class): A
book is a publication that has an ISBN number, a price, and total number of pages. Implement the
constructor(s), toString, and any other mandatory methods. - JournalPaper (class): A journal paper
is a publication that has a journal name, starting and ending page numbers. Implement the
constructor(s), toString and any other mandatory methods. - Main (class): Your main program
tests everything. You must utilize an important data structure, i.e., a map, which simulates a
database to facilitate the lookup process (i.e., given an author, find his/her publications). The keys
of the map are the author names, and the values of the map are lists of publications. In addition to
main method, implement the following helper methods: - add(List authors, Publication p): add the
publication to the database for each author. - initDatabase(File f): read from the publication data
file and initialize the database. - processQueries(File f): read from the query file to perform the
queries/searchs in the databe. Data Format There are two files, i.e., publicationData.txt and
queries. txt1. In both files, each line contains comma separated items.publicationData.txt contains
one publication record per line, and has the following format depending the first column type is a
book or a journal paper: Note that there can be one or more authors. Do not make any assumption
on the maximum number of authors. For example, the followings are two sample publication
records: book, Introduction to Java Programming and Data
Structures,2020,Pearson,9780136520238,123.45,1218, Y. Daniel Liang journal, Visual analysis of
large-scale network anomalies, 2013, IBM, IBM Journal of Research and Development,1,12, Qi
Liao, Lei Shi, Chen Wang queries.txt contains one query per line, and has the following format:
For example, the followings are two sample queries: Y. Daniel Liang, book Qi Liao, journal If an
author and a publication type is found, display .
Automatic Classification of Springer Nature Proceedings with Smart Topic MinerFrancesco Osborne
The process of classifying scholarly outputs is crucial to ensure timely access to knowledge. However, this process is typically carried out manually by expert editors, leading to high costs and slow throughput. In this paper we present Smart Topic Miner (STM), a novel solution which uses semantic web technologies to classify scholarly publications on the basis of a very large automatically generated ontology of research areas. STM was developed to support the Springer Nature Computer Science editorial team in classifying proceedings in the LNCS family. It analyses in real time a set of publications provided by an editor and produces a structured set of topics and a number of Springer Nature classification tags, which best characterise the given input. In this paper we present the architecture of the system and report on an evaluation study conducted with a team of Springer Nature editors. The results of the evaluation, which showed that STM classifies publications with a high degree of accuracy, are very encouraging and as a result we are currently discussing the required next steps to ensure large-scale deployment within the company.
Structured and Unstructured Information Extraction Using Text Mining and Natu...rahulmonikasharma
Information on web is increasing at infinitum. Thus, web has become an unstructured global area where information even if available, cannot be directly used for desired applications. One is often faced with an information overload and demands for some automated help. Information extraction (IE) is the task of automatically extracting structured information from unstructured and/or semi-structured machine-readable documents by means of Text Mining and Natural Language Processing (NLP) techniques. Extracted structured information can be used for variety of enterprise or personal level task of varying complexity. The Information Extraction (IE) in also a set of knowledge in order to answer to user consultations using natural language. The system is based on a Fuzzy Logic engine, which takes advantage of its flexibility for managing sets of accumulated knowledge. These sets may be built in hierarchic levels by a tree structure. Information extraction is structured data or knowledge from unstructured text by identifying references to named entities as well as stated relationships between such entities. Data mining research assumes that the information to be “mined” is already in the form of a relational database. IE can serve an important technology for text mining. The knowledge discovered is expressed directly in the documents to be mined, then IE alone can serve as an effective approach to text mining. However, if the documents contain concrete data in unstructured form rather than abstract knowledge, it may be useful to first use IE to transform the unstructured data in the document corpus into a structured database, and then use traditional data mining tools to identify abstract patterns in this extracted data. We propose a novel method for text mining with natural language processing techniques to extract the information from data base with efficient way, where the extraction time and accuracy is measured and plotted with simulation. Where the attributes of entities and relationship entities from structured and semi structured information .Results are compared with conventional methods.
This final assignment will be a departure from the three previous.docxjwilliam16
This final assignment will be a departure from the three previous Analysis Assignments. It will require you to research, develop, and write an APA formatted research paper on Computer Network Security Issues. Using the following steps will guide you through the process. 1) You have the basic knowledge of network hardware, software, and operational theory from your work during this course thus far, which will be utilized in this research effort. 2) While some students may have considerable knowledge of cybersecurity issues, we are assuming you do not. As a result, the eBook Network Security A Practical Approach which is posted should be studied and utilized as your security issues resource, along with additional Internet research as you desire. The eBook was published in 2006, but the fundamental security issues described in it have not changed. 3) The following research questions can be used as a guide or outline for the development of your research paper: a. Discuss the types/sources categories of security threats that can damage or destroy network operations and ultimately the data and information. Consider both cyber threats as well as physical threats (building/server security, fire or similar catastrophic event, personnel access to equipment, et al). b. Consider and discuss the types of cyber attacks that can be leveraged against network hardware, i.e. keystroke loggers, attacks on router and switches, network media, and other vulnerable network hardware. c. Consider and discuss the types of cyber-attacks that are leveraged through network topologies, i.e. types of networks and remote access. Also, discuss what parts of the OSI network model are most vulnerable to attack. d. Research and discuss the following types of cyber-attacks that can penetrate network operations, with extensive detail on the inner-workings of the network hardware and digital technology involved: TCP spoofing, denial of service attacks, wireless network attacks, and Internet of Things (IoT) security issues. e. Briefly discuss the role of the human factor (users following security procedures such as passwords and falling for phishing attacks) in network security. f. Detail the five most important factors or potential issues you should always monitor to maintain a secure network. g. Finally, draw conclusions and summarize the key points from your literature research. 4) The document should be prepared following these guidelines: a. 10 pages, including a cover page and reference list, double spaced or 2800 words minimum. b. APA format should be followed with at least 8 references (see the APA format tips PPT). c. Diagrams and graphics are encouraged but not mandatory. d. The document should be well organized and professionally written, carefully proofread, and spell-checked and contain an introduction and conclusion paragraphs. e. Heading throughout is recommended to enhance the readability and interest of the reader. 5) The document may be submitted up to or on the l.
DiBenedetto
First name Last name
Prof. DiBenedetto
Course
Date Comparison Essay
Directions: Using two of the short stories that we have read (“The Open Boat” “The Yellow Wallpaper,” “Young Goodman Brown”,” and “The Lottery” ) , compose a comparison/contrast essay. Consider comparing characters, themes or conflicts in each respective text. Your 4 paragraph essay should discuss and explain the similarities and differences in the two stories. Use text-based evidence by providing examples and quotes from both short stories to support your ideas. Your essay should clearly communicate what the differences and similarities are.
· Use appropriate grammar, spelling, and punctuation
· Use third person, Do NOT use YOU or I
· Write complete sentences
· Follow proper paper format
· Use sophisticated and appropriate language (Avoid words like stuff, things, like, good, bad)
Prompt:
1st Paragraph (Introduction) -State the title and author of stories.
- Provide 1 to 2 sentences about the stories.
- Thesis underlined: State two differences and two similarities existing between the two
texts.
2nd Paragraph (1st Body Paragraph)
- Topic sentence: Restate the two differences that you have selected.
-1st piece of evidence from the stories to support the claim made in your thesis.
- A statement of analysis will follow your 1st piece of evidence and explain why your
evidence is important. -2nd piece of evidence from the stories to support the claim made in your thesis. - A statement of analysis will follow your 2nd piece of evidence and explain why your evidence is important.
3rd Paragraph (2nd Body Paragraph) - Topic sentence: Restate the two similarities that you have selected.
-3rd piece of evidence from the stories to support the claim made in your thesis. - A statement of analysis will follow your 3rd piece of evidence and explain why your evidence is important. -4th piece of evi ...
Automatic Classification of Springer Nature Proceedings with Smart Topic MinerFrancesco Osborne
The process of classifying scholarly outputs is crucial to ensure timely access to knowledge. However, this process is typically carried out manually by expert editors, leading to high costs and slow throughput. In this paper we present Smart Topic Miner (STM), a novel solution which uses semantic web technologies to classify scholarly publications on the basis of a very large automatically generated ontology of research areas. STM was developed to support the Springer Nature Computer Science editorial team in classifying proceedings in the LNCS family. It analyses in real time a set of publications provided by an editor and produces a structured set of topics and a number of Springer Nature classification tags, which best characterise the given input. In this paper we present the architecture of the system and report on an evaluation study conducted with a team of Springer Nature editors. The results of the evaluation, which showed that STM classifies publications with a high degree of accuracy, are very encouraging and as a result we are currently discussing the required next steps to ensure large-scale deployment within the company.
Structured and Unstructured Information Extraction Using Text Mining and Natu...rahulmonikasharma
Information on web is increasing at infinitum. Thus, web has become an unstructured global area where information even if available, cannot be directly used for desired applications. One is often faced with an information overload and demands for some automated help. Information extraction (IE) is the task of automatically extracting structured information from unstructured and/or semi-structured machine-readable documents by means of Text Mining and Natural Language Processing (NLP) techniques. Extracted structured information can be used for variety of enterprise or personal level task of varying complexity. The Information Extraction (IE) in also a set of knowledge in order to answer to user consultations using natural language. The system is based on a Fuzzy Logic engine, which takes advantage of its flexibility for managing sets of accumulated knowledge. These sets may be built in hierarchic levels by a tree structure. Information extraction is structured data or knowledge from unstructured text by identifying references to named entities as well as stated relationships between such entities. Data mining research assumes that the information to be “mined” is already in the form of a relational database. IE can serve an important technology for text mining. The knowledge discovered is expressed directly in the documents to be mined, then IE alone can serve as an effective approach to text mining. However, if the documents contain concrete data in unstructured form rather than abstract knowledge, it may be useful to first use IE to transform the unstructured data in the document corpus into a structured database, and then use traditional data mining tools to identify abstract patterns in this extracted data. We propose a novel method for text mining with natural language processing techniques to extract the information from data base with efficient way, where the extraction time and accuracy is measured and plotted with simulation. Where the attributes of entities and relationship entities from structured and semi structured information .Results are compared with conventional methods.
This final assignment will be a departure from the three previous.docxjwilliam16
This final assignment will be a departure from the three previous Analysis Assignments. It will require you to research, develop, and write an APA formatted research paper on Computer Network Security Issues. Using the following steps will guide you through the process. 1) You have the basic knowledge of network hardware, software, and operational theory from your work during this course thus far, which will be utilized in this research effort. 2) While some students may have considerable knowledge of cybersecurity issues, we are assuming you do not. As a result, the eBook Network Security A Practical Approach which is posted should be studied and utilized as your security issues resource, along with additional Internet research as you desire. The eBook was published in 2006, but the fundamental security issues described in it have not changed. 3) The following research questions can be used as a guide or outline for the development of your research paper: a. Discuss the types/sources categories of security threats that can damage or destroy network operations and ultimately the data and information. Consider both cyber threats as well as physical threats (building/server security, fire or similar catastrophic event, personnel access to equipment, et al). b. Consider and discuss the types of cyber attacks that can be leveraged against network hardware, i.e. keystroke loggers, attacks on router and switches, network media, and other vulnerable network hardware. c. Consider and discuss the types of cyber-attacks that are leveraged through network topologies, i.e. types of networks and remote access. Also, discuss what parts of the OSI network model are most vulnerable to attack. d. Research and discuss the following types of cyber-attacks that can penetrate network operations, with extensive detail on the inner-workings of the network hardware and digital technology involved: TCP spoofing, denial of service attacks, wireless network attacks, and Internet of Things (IoT) security issues. e. Briefly discuss the role of the human factor (users following security procedures such as passwords and falling for phishing attacks) in network security. f. Detail the five most important factors or potential issues you should always monitor to maintain a secure network. g. Finally, draw conclusions and summarize the key points from your literature research. 4) The document should be prepared following these guidelines: a. 10 pages, including a cover page and reference list, double spaced or 2800 words minimum. b. APA format should be followed with at least 8 references (see the APA format tips PPT). c. Diagrams and graphics are encouraged but not mandatory. d. The document should be well organized and professionally written, carefully proofread, and spell-checked and contain an introduction and conclusion paragraphs. e. Heading throughout is recommended to enhance the readability and interest of the reader. 5) The document may be submitted up to or on the l.
DiBenedetto
First name Last name
Prof. DiBenedetto
Course
Date Comparison Essay
Directions: Using two of the short stories that we have read (“The Open Boat” “The Yellow Wallpaper,” “Young Goodman Brown”,” and “The Lottery” ) , compose a comparison/contrast essay. Consider comparing characters, themes or conflicts in each respective text. Your 4 paragraph essay should discuss and explain the similarities and differences in the two stories. Use text-based evidence by providing examples and quotes from both short stories to support your ideas. Your essay should clearly communicate what the differences and similarities are.
· Use appropriate grammar, spelling, and punctuation
· Use third person, Do NOT use YOU or I
· Write complete sentences
· Follow proper paper format
· Use sophisticated and appropriate language (Avoid words like stuff, things, like, good, bad)
Prompt:
1st Paragraph (Introduction) -State the title and author of stories.
- Provide 1 to 2 sentences about the stories.
- Thesis underlined: State two differences and two similarities existing between the two
texts.
2nd Paragraph (1st Body Paragraph)
- Topic sentence: Restate the two differences that you have selected.
-1st piece of evidence from the stories to support the claim made in your thesis.
- A statement of analysis will follow your 1st piece of evidence and explain why your
evidence is important. -2nd piece of evidence from the stories to support the claim made in your thesis. - A statement of analysis will follow your 2nd piece of evidence and explain why your evidence is important.
3rd Paragraph (2nd Body Paragraph) - Topic sentence: Restate the two similarities that you have selected.
-3rd piece of evidence from the stories to support the claim made in your thesis. - A statement of analysis will follow your 3rd piece of evidence and explain why your evidence is important. -4th piece of evi ...
Big data is the term that characterized by its increasing
volume, velocity, variety and veracity. All these characteristics
make processing on this big data a complex task. So, for
processing such data we need to do it differently like map reduce
framework. When an organization exchanges data for mining
useful information from this big data then privacy of the data
becomes an important problem. In the past, several privacy
preserving algorithms have been proposed. Of all those
anonymizing the data has been the most efficient one.
Anonymizing the dataset can be done on several operations like
generalization, suppression, anatomy, specialization, permutation
and perturbation. These algorithms are all suitable for dataset
that does not have the characteristics of the big data. To preserve
the privacy of the large dataset an algorithm was proposed
recently. It applies the top down specialization approach for
anonymizing the dataset and the scalability is increasing my
applying the map reduce frame work. In this paper we survey the
growth of big data, characteristics, map-reduce framework and
all the privacy preserving mechanisms and propose future
directions of our research.
Mining academic social network is becoming increasingly necessary with the increasing amount of data. It
is a favorite topic of research for many researchers. The data mining techniques are used for the mining of
academic social networks. In this paper, we are presenting an efficient frequent item set mining technique
for social academic network. The proposed framework first processes the research documents and then the
enhanced frequent item set mining is applied to find the strength of relationship between the researchers.
The proposed method will be fast in comparison to older algorithms. Also it will takes less main memory
space for computation purpose.
F21SC Industrial Programming CW2 Data Analytics (35) 20192.docxlmelaine
F21SC: Industrial Programming CW2: Data Analytics (35%) 2019/20
Assessed Coursework 2 — Data Analysis of a Document Tracker
1 Overview
The aim of this coursework is to develop a simple, data-intensive application in Python 3.
This is an pair project, and you will have to identify the contributions of each group member in the
report. Each group member needs to contribute a substantial implementation task to the project.
The learning objective of this coursework is for students to develop proficiency in advanced program-
ming concepts, stemming from both object-oriented and functional programming paradigms, and to apply
these programming skills to a concrete application of moderate size. Design choices regarding languages,
tools, and libraries chosen for the implementation need to be justified in the accompanying report.
This coursework will develop personal abilities in using modern scripting languages as a “glueware” to
build, configure and maintain a moderately complex application and deepen the understanding of integrating
components on a Linux system.
The report needs to critically reflect on the software used for implementing this application, and discuss
advantages and disadvantages of this choice. The report should also contain a discussion, contrasting soft-
ware development on Windows and Linux systems and comparing software development in scripting vs.
systems languages (based on the experience from the two pieces of coursework).
2 Lab Environment
Software environment: You should use Python 3 as installed on the Linux lab machines (EM 2.50) for
the implementation. This installation also provides the pandas, tkinter, and matplot libraries.
If you want to develop the software on your own laptop you need to install the above software. Both
Python and the libraries are available for download at: https://www.python.org/download.
For each of the chosen technologies, the report should discuss why it is the most appropriate choice for
this application, and possible alternatives should be mentioned.
3 Data Analysis of a Document Tracker
In this assignment, you are required to develop a simple Python-based application, that analyses and displays
document tracking data from a major web site.
The issuu.com platform is a web site for publishing documents. It is widely used by many on-line
publishers and currently hosts about 15 million documents. The web site tracks usage of the site and makes
the resulting, anonymised data available to a wider audience. For example, it records who views a certain
document, the browser used for viewing it, the way how the user arrived at this page etc. In this exercise,
we use one of these data sets to perform data processing and analysis in Python.
The data format is described on this web site http://labs.issuu.com/dataset spec.html (see also this local
page for the data spec). Familiarise yourself with the details of the data representation before you start
implementation. The initial (small) dat ...
A Document Exploring System on LDA Topic Model for Wikipedia Articlesijma
A Large number of digital text information is generated every day. Effectively searching, managing and
exploring the text data has become a main task. In this paper, we first present an introduction to text
mining and LDA topic model. Then we deeply explained how to apply LDA topic model to text corpus by
doing experiments on Simple Wikipedia documents. The experiments include all necessary steps of data
retrieving, pre-processing, fitting the model and an application of document exploring system. The result of
the experiments shows LDA topic model working effectively on documents clustering and finding the
similar documents. Furthermore, the document exploring system could be a useful research tool for
students and researchers.
You are an astronomer on planet Tirth which orbits a distan.pdfabibagschennai
You are an astronomer on planet Tirth, which orbits a distant star. It has recently been accepted
that Tirth is spherical in shape, though no one knows its size. One day, you learn that on the
equinox your sun is directly overhead in the city of Tyene, located 550 kilometers due north of you.
On the equinox, you go outside in Alectown and observe that the altitude of your sun is 85 What is
the circumference of Tirth?.
Use the following table to answer question 12 and 13 12 Inf.pdfabibagschennai
Use the following table to answer question 12 and 13 12. Inflation between 2000 and 2001 was
approximately 2.5 percent 3.0 percent 3.8 percent 6.3 percent QUESTION 15 In an economy,
Real GDP for year 2010 (base year =2001 ) is $400 billion and the GDP deflator 2010 (base year
=2001 ) is 110. Calculate the Nominal GDP for 2010. $280 bililion 5440 billion $4400 bilion $510
billion.
Big data is the term that characterized by its increasing
volume, velocity, variety and veracity. All these characteristics
make processing on this big data a complex task. So, for
processing such data we need to do it differently like map reduce
framework. When an organization exchanges data for mining
useful information from this big data then privacy of the data
becomes an important problem. In the past, several privacy
preserving algorithms have been proposed. Of all those
anonymizing the data has been the most efficient one.
Anonymizing the dataset can be done on several operations like
generalization, suppression, anatomy, specialization, permutation
and perturbation. These algorithms are all suitable for dataset
that does not have the characteristics of the big data. To preserve
the privacy of the large dataset an algorithm was proposed
recently. It applies the top down specialization approach for
anonymizing the dataset and the scalability is increasing my
applying the map reduce frame work. In this paper we survey the
growth of big data, characteristics, map-reduce framework and
all the privacy preserving mechanisms and propose future
directions of our research.
Mining academic social network is becoming increasingly necessary with the increasing amount of data. It
is a favorite topic of research for many researchers. The data mining techniques are used for the mining of
academic social networks. In this paper, we are presenting an efficient frequent item set mining technique
for social academic network. The proposed framework first processes the research documents and then the
enhanced frequent item set mining is applied to find the strength of relationship between the researchers.
The proposed method will be fast in comparison to older algorithms. Also it will takes less main memory
space for computation purpose.
F21SC Industrial Programming CW2 Data Analytics (35) 20192.docxlmelaine
F21SC: Industrial Programming CW2: Data Analytics (35%) 2019/20
Assessed Coursework 2 — Data Analysis of a Document Tracker
1 Overview
The aim of this coursework is to develop a simple, data-intensive application in Python 3.
This is an pair project, and you will have to identify the contributions of each group member in the
report. Each group member needs to contribute a substantial implementation task to the project.
The learning objective of this coursework is for students to develop proficiency in advanced program-
ming concepts, stemming from both object-oriented and functional programming paradigms, and to apply
these programming skills to a concrete application of moderate size. Design choices regarding languages,
tools, and libraries chosen for the implementation need to be justified in the accompanying report.
This coursework will develop personal abilities in using modern scripting languages as a “glueware” to
build, configure and maintain a moderately complex application and deepen the understanding of integrating
components on a Linux system.
The report needs to critically reflect on the software used for implementing this application, and discuss
advantages and disadvantages of this choice. The report should also contain a discussion, contrasting soft-
ware development on Windows and Linux systems and comparing software development in scripting vs.
systems languages (based on the experience from the two pieces of coursework).
2 Lab Environment
Software environment: You should use Python 3 as installed on the Linux lab machines (EM 2.50) for
the implementation. This installation also provides the pandas, tkinter, and matplot libraries.
If you want to develop the software on your own laptop you need to install the above software. Both
Python and the libraries are available for download at: https://www.python.org/download.
For each of the chosen technologies, the report should discuss why it is the most appropriate choice for
this application, and possible alternatives should be mentioned.
3 Data Analysis of a Document Tracker
In this assignment, you are required to develop a simple Python-based application, that analyses and displays
document tracking data from a major web site.
The issuu.com platform is a web site for publishing documents. It is widely used by many on-line
publishers and currently hosts about 15 million documents. The web site tracks usage of the site and makes
the resulting, anonymised data available to a wider audience. For example, it records who views a certain
document, the browser used for viewing it, the way how the user arrived at this page etc. In this exercise,
we use one of these data sets to perform data processing and analysis in Python.
The data format is described on this web site http://labs.issuu.com/dataset spec.html (see also this local
page for the data spec). Familiarise yourself with the details of the data representation before you start
implementation. The initial (small) dat ...
A Document Exploring System on LDA Topic Model for Wikipedia Articlesijma
A Large number of digital text information is generated every day. Effectively searching, managing and
exploring the text data has become a main task. In this paper, we first present an introduction to text
mining and LDA topic model. Then we deeply explained how to apply LDA topic model to text corpus by
doing experiments on Simple Wikipedia documents. The experiments include all necessary steps of data
retrieving, pre-processing, fitting the model and an application of document exploring system. The result of
the experiments shows LDA topic model working effectively on documents clustering and finding the
similar documents. Furthermore, the document exploring system could be a useful research tool for
students and researchers.
You are an astronomer on planet Tirth which orbits a distan.pdfabibagschennai
You are an astronomer on planet Tirth, which orbits a distant star. It has recently been accepted
that Tirth is spherical in shape, though no one knows its size. One day, you learn that on the
equinox your sun is directly overhead in the city of Tyene, located 550 kilometers due north of you.
On the equinox, you go outside in Alectown and observe that the altitude of your sun is 85 What is
the circumference of Tirth?.
Use the following table to answer question 12 and 13 12 Inf.pdfabibagschennai
Use the following table to answer question 12 and 13 12. Inflation between 2000 and 2001 was
approximately 2.5 percent 3.0 percent 3.8 percent 6.3 percent QUESTION 15 In an economy,
Real GDP for year 2010 (base year =2001 ) is $400 billion and the GDP deflator 2010 (base year
=2001 ) is 110. Calculate the Nominal GDP for 2010. $280 bililion 5440 billion $4400 bilion $510
billion.
Toyota Vamos a ir a lugares Toyota Motor Corporation es u.pdfabibagschennai
Toyota- Vamos a ir a lugares!
Toyota Motor Corporation es un fabricante de automviles multinacional japons con sede en
Toyota, Aichi, Japn. En 2017, la estructura corporativa de Toyota constaba de 364 445 empleados
en todo el mundo y, a diciembre de 2019, era la dcima empresa ms grande del mundo por
ingresos. Toyota es el segundo fabricante de automviles ms grande del mundo, detrs de
Volkswagen, segn las ventas de unidades de 2018. Toyota fue el primer fabricante de automviles
del mundo en producir ms de 10 millones de vehculos por ao, lo que ha hecho desde 2012,
cuando tambin inform la produccin de su vehculo nmero 200 millones. Toyota es el lder del
mercado global en ventas de vehculos elctricos hbridos y una de las compaas ms grandes que
fomenta la adopcin masiva de vehculos hbridos en todo el mundo. La empresa fue fundada por
Kiichiro Toyoda en 1937, como una escisin de la empresa de su padre, Toyota Industries, para
crear automviles. El nuevo eslogan de Toyota, "Vamos a lugares", evoca el impulso optimista y
con visin de futuro de Toyota. Invita a los clientes a ver nuevos lugares, descubrir nuevas
posibilidades y soar en grande junto con Toyota y sus nuevos autos.
Comportamiento del comprador y proceso de decisin del comprador
Toyota realiz una investigacin primaria para estudiar los factores que influyen en el
comportamiento de compra de los compradores de automviles. Se lleg a la conclusin de que la
compra de un automvil est fuertemente influenciada por las caractersticas culturales, sociales,
personales y psicolgicas de los compradores; y la mayora de estos factores no pueden ser
controlados por los especialistas en marketing.
Toyota tambin estudi las diversas etapas del proceso de decisin del comprador por las que pasan
los compradores antes de tomar una decisin final de compra. Los compradores de automviles
Toyota, que acudieron a la sala de exhibicin de Toyota para comprar un automvil nuevo, se
encuentran en una situacin de compra de automviles nueva y compleja. Se ha estudiado que
toman decisiones de compra reconociendo primero la necesidad de comprar un automvil. Los
compradores de automviles nuevos tienen la necesidad de comprar un automvil Toyota nuevo
que se desencadena por estmulos internos y externos. La necesidad puede desencadenarse por
estmulos internos cuando una de las necesidades normales de la persona alcanza un nivel lo
suficientemente alto como para convertirse en un impulso. Sus necesidades tambin son
provocadas por estmulos externos como anuncios en revistas, peridicos, televisin y discusiones
con sus amigos.
Una vez que estos compradores potenciales de automviles han decidido comprar un automvil
nuevo, prestan ms atencin a los anuncios de automviles, los automviles de sus amigos y otras
conversaciones sobre automviles. Tambin buscan activamente en lnea, hablan con sus amigos y
recopilan informacin de otras maneras. Las fuentes en las que buscaban informacin estos nuevos
buscadores de automviles eran 'fuentes per.
Todas las siguientes afirmaciones sobre las HMO son verdader.pdfabibagschennai
Todas las siguientes afirmaciones sobre las HMO son verdaderas EXCEPTO
A. Organizan y brindan servicios de atencin mdica.
Los B.HMO ponen un gran nfasis en controlar el costo de los servicios cubiertos.
Los miembros de C.HMO no pagan nada por la atencin mdica hasta que se brinda la atencin,
luego deben pagar deducibles altos y pagos de coseguro altos.
D. La seleccin de mdicos generalmente se limita a los mdicos afiliados a la HMO..
The most recent financial statements for Assouad Incorporat.pdfabibagschennai
The most recent financial statements for Assouad, Incorporated, are shown here:
2,200
$ 11,900
$ 11,900
$ 1,500
Assets, costs, and current liabilities are proportional to sales. Long-term debt and equity are not.
The company maintains a constant 40 percent dividend payout ratio. As with every other firm in its
industry, next year's sales are projected to increase by exactly 25 percent.
What is the external financing needed?
The most recent financial statements for Assouad, Incorporated, are shown here:.
The South African national mountain bike championship is a y.pdfabibagschennai
The South African national mountain bike championship is a yearly event and information about
various entities, attributes and relationships need to be modelled for the database that must be
created. The organisers of the event have provided you with the following business rules: 1) Each
city in South Africa may have one and only one team as its representative. It is not compulsory
(mandatory) for a city to enter a team which mean that some cities will not have teams..
Steroid hormon reseptrleri, transkripsiyon faktrleridir. Steroid reseptr ailesinin bir yesi olarak
strojen hormon reseptr (ER), strojene (E2) balandktan sonra, hcresel proliferasyon iin kritik olan
strojene duyarl genlerin ekspresyonunu modle etmek iin strojene duyarl elementler (ERE'ler) ad
verilen spesifik DNA dizileriyle etkileime girer. Yalnzca ER ifade eden ancak dier steroid hormon
reseptrlerini ifade etmeyen bir hcre dizisi vardr. Ancak bu ER, E2 yerine androjen hormonuna (An)
balanan mutant bir reseptrdr. Bu hcre hattnda, E2'ye yant olarak ER'nin oalmay arttrd ynndeki
beklentinizin aksine, bir tedavinin oalmann basklanmasna yol atn gzlemlersiniz. An'n hcre oalmasn
neden bastrdn dnyorsunuz?.
Rosewood Hotels amp Resorts Branding para aumentar la ren.pdfabibagschennai
Rosewood Hotels & Resorts: Branding para aumentar la rentabilidad del cliente y el valor
de por vida.
Introduccin Durante casi 25 aos, Rosewood Hotels & Resorts (Rosewood), una empresa privada
de administracin de hoteles, busc construir una reputacin mundial con hoteles de lujo icnicos
como The Mansion on Turtle Creek en Dallas y The Carlyle en Nueva York, propiedades trofeo
tan distintivas , cada uno podra prosperar con su propio nombre, sin ninguna identificacin
"corporativa" (consulte el Anexo 1 para conocer el historial de la marca). La marca Rosewood
estaba silenciada, no se mencionaba en la publicidad y era conocida principalmente por los
profesionales hoteleros.
Sin embargo, a principios de 2004, para impulsar el crecimiento de la empresa, John Scott, el
nuevo presidente y director general de Rosewood, y Robert Boulogne, vicepresidente de ventas y
marketing, estaban considerando una nueva estrategia de marca. Como recuerda Boulogne:
Pensamos que era el momento adecuado para establecer a Rosewood como una verdadera
marca incorporada en el nombre de cada hotel y exhibida de manera destacada en todas las
comunicaciones para y en nuestras propiedades. Esto ayudara a proporcionarnos una plataforma
para alentar a los huspedes que se hospedan en una de nuestras propiedades a quedarse en
algunas de las otras.
Sin embargo, se preguntaron hasta dnde podran impulsar esta estrategia de marca sin socavar el
carcter distintivo de cada hotel de marca individual.
Perfil y antecedentes de la empresa
Con sede en Dallas, Texas, Rosewood Hotels & Resorts, LLC, era una empresa privada,
establecida en 1979 por Caroline Rose Hunt Trust Estate (consulte el Anexo 2 para ver las
biografas de figuras clave). El primer hotel que administr Rosewood fue The Mansion on Turtle
Creek, inaugurado en 1980. Este hotel era una antigua mansin en Dallas rescatada de la
demolicin por la Sra. Hunt, la hija del magnate petrolero de Texas HL Hunt. Rosewood trabaj con
Hunt para transformar la propiedad en un hotel y restaurante de clase mundial. Despus de
conversiones exitosas de hoteles existentes (The Mansion on Turtle Creek y Little Dix Bay en las
Islas Vrgenes Britnicas) y nuevas construcciones (The Lanes borough en Londres y Las Ventanas
Al Paraiso en Mxico), la compaa se hizo conocida por su capacidad para mejorar el valor de una
propiedad mediante la creacin de propiedades nicas en su tipo con un pequeo estilo residencial
de ultra lujo que lo diferenciaba de otros competidores de lujo similares a cadenas. 1 A partir de
2003, Rosewood tena 12 hoteles en todo el mundo, con una capacidad total de 1.513
habitaciones, cuya tarifa por noche oscilaba entre un mnimo de $120 para una de las propiedades
de Arabia Saudita y $9.000 para un albergue canadiense. El ao anterior, 115 000 huspedes
nicos2 se haban hospedado en los hoteles Rosewood (consulte el Anexo 3 para conocer el perfil
operativo).
Rosewood compiti con dos grupos de hoteles de lujo: los hoteles de marca corporativa Rit.
Let X1Xn be a random sample from the pdf fxex where.pdfabibagschennai
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sufficient statistic. b) Use Basu's Theorem to show that X(1) and S2 are independent..
Researchers believe that IQ scores may have less to do with .pdfabibagschennai
Researchers believe that IQ scores may have less to do with intelligence and more to do with
being socialized in a manner typical of the dominant culture. They recruit a sample of children who
are being raised in the US, but meet the researchers' criteria for classification as being socialized
in a manner that is inconsistent with the dominant culture. Among possible criteria might be that
these children do not watch television!!!! (Really what kind of person would do something like that
to their own child!) To test their hypothesis, researchers wish to compare this samples average IQ
test score to the national average. Which is best to use when testing for this difference?.
Por qu muestran pinginos y moscas de la fruta Quieren d.pdfabibagschennai
Por qu muestran pinginos y moscas de la fruta?
Quieren demostrar que los pinginos y las moscas de la fruta tambin tienen carreras.
Quieren demostrar que la variacin gentica entre las moscas de la fruta y los pinginos es imposible
de calcular.
Quieren demostrar que dos pinginos o moscas de la fruta son genticamente ms similares entre s
que dos humanos. Es obvio porque se ven casi idnticos.
Quieren demostrar que aunque dos pinginos o dos moscas de la fruta se ven casi idnticos, tienen
una mayor diferencia en su ADN que dos humanos que se ven muy diferentes entre s..
Programming Assignment 4 Chapter 5 Write compile and test.pdfabibagschennai
Programming Assignment 4: Chapter 5
Write, compile, and test a program in C# called DisplaySales. Mark, Jennifer, and Robin are three
salespeople. Write a program in C# called DisplaySales that asks the user for a salesperson initial
(M, J, R) - Either uppercase or lowercase is accepted. As long as the user hasn't entered the letter
Z, continue asking the amount of a sale. Issue an error message for invalid initials. Keep a running
total of the amounts sold by each salesperson. In the end, when the user types Z, display each
salesperson's total, the final total for all sales, and the name of the salesperson with the highest
total. Formatting should be included. What does X signals? How would your code change if I
asked you to enter a negative number instead of Z? I need to see the outline of the change/code..
Oliver is saving for a car At the start of the first month .pdfabibagschennai
Oliver is saving for a car. At the start of the first month he has 1000 in his saving account. At the
start of the second month he has 1250 in the account, and at the start of the third month he has
1500, and so on. Assuming this saving pattern forms an arithmetic sequence, how much will there
be in the account at the start of month 12?.
PART 1 What two languages form the basis for medical termi.pdfabibagschennai
PART 1: What two languages form the basis for medical terminology? What factors made these
languages dominate? Why is it important to be able to break down medical terms into component
parts? Why not just memorize each term? How can you use word components to relate medical
terms to the structure and function of the human body? What methods.
Over the last decades the rapid spread of digital devices i.pdfabibagschennai
Over the last decades, the rapid spread of digital devices is forcing companies and organizations
to adopt digital technologies for reframing their business models, activities and processes digitally.
It is widely acknowledged that the digitalization of businesses may foster the development of
innovation (Lee et al., 2014; Corvello et al. 2023). However, the implementation of a smart
technological architecture is not synchronous with the emergence of innovation (Chen et al., 2015;
Troisi et al., 2020).
To pursue innovation, the role of human component and the fulfilment of social needs should be
taken into account (Perri et al., 2020; Visvizi et al., 2021). This notwithstanding, the literature on
innovation tends to focus mainly on technology, rather than on the exploration of human
component and on the identification of the requisites (skills, attitude, orientation, competencies,
knowledge) necessary for people to seize innovation opportunities (Corvello et al., 2022a; Troisi
and Grimaldi, 2022).
Discuss how innovation can restructure economic aspects of the market, by creating new
opportunities, new markets and new products. in your discussion, give examples..
Marvin the fly starts at 00 Each step Marvin moves one .pdfabibagschennai
Marvin the fly starts at (0,0). Each step, Marvin moves one unit right or one unit up. He is trying to
get to his home at (4,6). However, at (1,4), there is a frog that will eat him if he goes through that
point. In how many ways can Marvin reach his home?.
If a message of length n bits is sent across a binary symmet.pdfabibagschennai
If a message of length n bits is sent across a binary symmetric channel, and if the probability of bit
flip is p, what is the probability that exactly k errors are introduced (that exactly k bits are flipped)?
- What is the story behind this problem?
- What type of distribution governs the number of errors that are introduced?
- What is the probability mass function of this distribution (in terms of k, n, and p)?.
Look at the following structure declaration struct Containe.pdfabibagschennai
Look at the following structure declaration: struct Container { int length; int width; int height; };
Container *dimension = nullptr; Write statements that (A) dynamically allocate a Container
structure variable and use dimension to point to it. (B) Use C++'s structure pointer operator to
assign 100 to the structures length member, 140 to the structures width member and 80 to the
structures height member..
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
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Normal labor is also termed spontaneous labor, defined as the natural physiological process through which the fetus, placenta, and membranes are expelled from the uterus through the birth canal at term (37 to 42 weeks
Biological screening of herbal drugs: Introduction and Need for
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Explore how micro-credentials are transforming Technical and Vocational Education and Training (TVET) with this comprehensive slide deck. Discover what micro-credentials are, their importance in TVET, the advantages they offer, and the insights from industry experts. Additionally, learn about the top software applications available for creating and managing micro-credentials. This presentation also includes valuable resources and a discussion on the future of these specialised certifications.
For more detailed information on delivering micro-credentials in TVET, visit this https://tvettrainer.com/delivering-micro-credentials-in-tvet/
A workshop hosted by the South African Journal of Science aimed at postgraduate students and early career researchers with little or no experience in writing and publishing journal articles.
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In Odoo, the chatter is like a chat tool that helps you work together on records. You can leave notes and track things, making it easier to talk with your team and partners. Inside chatter, all communication history, activity, and changes will be displayed.
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June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
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The simplified electron and muon model, Oscillating Spacetime: The Foundation...
publicationDatatxt.pdf
1. **********************************publicationData.txt**********************************************
**********************************queries.txt************************************************
Purpose The main purpose of this homework is to practice an important data structure, i.e., Map.
In addition, it continues practicing Object-oriented programming (inheritance, abstract classes and
interfaces), input/output, string manipulations, and lists. Instructions Design and implement the
following interface and classes: - Document (interface): Any document must have get methods to
access its title, authors (including first and last names), and year of production. - Publication
(abstract class): A publication is a document that was published. In addition to title, authors and
year, a publication also has a publisher. Implement constructor(s), toString and get methods. You
must put a contract in this class that all subclasses of Publication must implement a
getPageNumbers method (returns the total number of pages of a publication). - Book (class): A
book is a publication that has an ISBN number, a price, and total number of pages. Implement the
constructor(s), toString, and any other mandatory methods. - JournalPaper (class): A journal paper
is a publication that has a journal name, starting and ending page numbers. Implement the
constructor(s), toString and any other mandatory methods. - Main (class): Your main program
tests everything. You must utilize an important data structure, i.e., a map, which simulates a
database to facilitate the lookup process (i.e., given an author, find his/her publications). The keys
of the map are the author names, and the values of the map are lists of publications. In addition to
main method, implement the following helper methods: - add(List authors, Publication p): add the
publication to the database for each author. - initDatabase(File f): read from the publication data
file and initialize the database. - processQueries(File f): read from the query file to perform the
queries/searchs in the databe. Data Format There are two files, i.e., publicationData.txt and
queries. txt1. In both files, each line contains comma separated items.publicationData.txt contains
one publication record per line, and has the following format depending the first column type is a
book or a journal paper: Note that there can be one or more authors. Do not make any assumption
on the maximum number of authors. For example, the followings are two sample publication
records: book, Introduction to Java Programming and Data
Structures,2020,Pearson,9780136520238,123.45,1218, Y. Daniel Liang journal, Visual analysis of
large-scale network anomalies, 2013, IBM, IBM Journal of Research and Development,1,12, Qi
Liao, Lei Shi, Chen Wang queries.txt contains one query per line, and has the following format:
For example, the followings are two sample queries: Y. Daniel Liang, book Qi Liao, journal If an
author and a publication type is found, display all relevant publication information and a total count
of publications. If not found, display not found in database accordingly (see Sample Output).
Sample Output Searching "John Smith" for "book" .... Author: John Smith is not in the database.
Searching "Paul Tyma" for "journal" .... Journal: Title: Survey of O0 Architechures, Authors: [Paul
Tyma], Year: 2003, Publisher: IEEE, Journal of Software Engineering, Pages: 14 Journal: Title:
Stream Functions, Authors: [Paul Tyma, Roger Stephens], Year: 2003, Publisher: IEEE Computer
Society, Journal of Formal Methods, Pages: 71 Journal: Title: Irregular Interactive Stacks, Authors:
[Walter Dosch, Joseph Broy, Paul Tyma], Year: 2007, Publisher: Spinger, Journal of Scientific
Computing, Pages: 234 Author: Paul Tyma has 3 journal publications. Searching "Paul Tyma" for
"book" .... Author: Paul Tyma has no publication in book. Searching "Qi Liao" for "journal" ....
Journal: Title: Preventive portfolio against data-selling ransomware - a game theory of encryption
2. and deception, Authors: [Zhen Li, Qi Liao], Year: 2022, Publisher: Elsevier, Computers & Security,
Pages: 10 Journal: Title: Network pricing: can both ISP and P2P benefit?, Authors: [Zhen Li, Qi
Liao], Year: 2014, Publisher: John Wiley & Sons, Ltd., Pages: 16 Journal: Title: Analyzing
spatiotemporal anomalies through interactive visualization, Authors: [Tao Zhang, Qi Liao, Lei Shi,
Weishan Dong], Year: 2014, Publisher: MDPI, Informatics, Pages: 25 Journal: Title: Visual
analysis of large-scale network anomalies, Authors: [Qi Liao, Lei Shi, Chen Wang], Year: 2013,
Publisher: IBM, IBM Journal of Research and Development, Pages: 11 Journal: Title: Oniongraph:
Hierarchical topology+attribute multivariate network visualization, Authors: [Lei Shi, Qi Liao,
Hanghang Tong, Yifan Hu, Chaoli Wange, Chuang Lin, Weihong Qian], Year: 2020, Publisher:
Elsevier, Visual Informatics, Pages: 14 Author: Qi Liao has 5 journal publications. Searching "Qi
Liao" for "book".... Book: Title: How to be an awesome professor, Authors: [Qi Liao], Year: 2023,
Publisher: CMU, ISBN: 12345678910, Price: 99.99, Pages: 50 Author: Qi Liao has 1 book
publications.Note you must properly handle all possible exceptions to prevent program crashes.
Please do not hard code absolute file paths that are unique to your computer. Use relative paths
and assume the files are located in the same directory of your program. You do not need to submit
the two data files that you downloaded from Blackboard.
![**********************************publicationData.txt**********************************************
**********************************queries.txt************************************************
Purpose The main purpose of this homework is to practice an important data structure, i.e., Map.
In addition, it continues practicing Object-oriented programming (inheritance, abstract classes and
interfaces), input/output, string manipulations, and lists. Instructions Design and implement the
following interface and classes: - Document (interface): Any document must have get methods to
access its title, authors (including first and last names), and year of production. - Publication
(abstract class): A publication is a document that was published. In addition to title, authors and
year, a publication also has a publisher. Implement constructor(s), toString and get methods. You
must put a contract in this class that all subclasses of Publication must implement a
getPageNumbers method (returns the total number of pages of a publication). - Book (class): A
book is a publication that has an ISBN number, a price, and total number of pages. Implement the
constructor(s), toString, and any other mandatory methods. - JournalPaper (class): A journal paper
is a publication that has a journal name, starting and ending page numbers. Implement the
constructor(s), toString and any other mandatory methods. - Main (class): Your main program
tests everything. You must utilize an important data structure, i.e., a map, which simulates a
database to facilitate the lookup process (i.e., given an author, find his/her publications). The keys
of the map are the author names, and the values of the map are lists of publications. In addition to
main method, implement the following helper methods: - add(List authors, Publication p): add the
publication to the database for each author. - initDatabase(File f): read from the publication data
file and initialize the database. - processQueries(File f): read from the query file to perform the
queries/searchs in the databe. Data Format There are two files, i.e., publicationData.txt and
queries. txt1. In both files, each line contains comma separated items.publicationData.txt contains
one publication record per line, and has the following format depending the first column type is a
book or a journal paper: Note that there can be one or more authors. Do not make any assumption
on the maximum number of authors. For example, the followings are two sample publication
records: book, Introduction to Java Programming and Data
Structures,2020,Pearson,9780136520238,123.45,1218, Y. Daniel Liang journal, Visual analysis of
large-scale network anomalies, 2013, IBM, IBM Journal of Research and Development,1,12, Qi
Liao, Lei Shi, Chen Wang queries.txt contains one query per line, and has the following format:
For example, the followings are two sample queries: Y. Daniel Liang, book Qi Liao, journal If an
author and a publication type is found, display all relevant publication information and a total count
of publications. If not found, display not found in database accordingly (see Sample Output).
Sample Output Searching "John Smith" for "book" .... Author: John Smith is not in the database.
Searching "Paul Tyma" for "journal" .... Journal: Title: Survey of O0 Architechures, Authors: [Paul
Tyma], Year: 2003, Publisher: IEEE, Journal of Software Engineering, Pages: 14 Journal: Title:
Stream Functions, Authors: [Paul Tyma, Roger Stephens], Year: 2003, Publisher: IEEE Computer
Society, Journal of Formal Methods, Pages: 71 Journal: Title: Irregular Interactive Stacks, Authors:
[Walter Dosch, Joseph Broy, Paul Tyma], Year: 2007, Publisher: Spinger, Journal of Scientific
Computing, Pages: 234 Author: Paul Tyma has 3 journal publications. Searching "Paul Tyma" for
"book" .... Author: Paul Tyma has no publication in book. Searching "Qi Liao" for "journal" ....
Journal: Title: Preventive portfolio against data-selling ransomware - a game theory of encryption](https://image.slidesharecdn.com/publicationdatatxt-230318155914-b0cf200b/85/publicationDatatxt-pdf-1-320.jpg)
![and deception, Authors: [Zhen Li, Qi Liao], Year: 2022, Publisher: Elsevier, Computers & Security,
Pages: 10 Journal: Title: Network pricing: can both ISP and P2P benefit?, Authors: [Zhen Li, Qi
Liao], Year: 2014, Publisher: John Wiley & Sons, Ltd., Pages: 16 Journal: Title: Analyzing
spatiotemporal anomalies through interactive visualization, Authors: [Tao Zhang, Qi Liao, Lei Shi,
Weishan Dong], Year: 2014, Publisher: MDPI, Informatics, Pages: 25 Journal: Title: Visual
analysis of large-scale network anomalies, Authors: [Qi Liao, Lei Shi, Chen Wang], Year: 2013,
Publisher: IBM, IBM Journal of Research and Development, Pages: 11 Journal: Title: Oniongraph:
Hierarchical topology+attribute multivariate network visualization, Authors: [Lei Shi, Qi Liao,
Hanghang Tong, Yifan Hu, Chaoli Wange, Chuang Lin, Weihong Qian], Year: 2020, Publisher:
Elsevier, Visual Informatics, Pages: 14 Author: Qi Liao has 5 journal publications. Searching "Qi
Liao" for "book".... Book: Title: How to be an awesome professor, Authors: [Qi Liao], Year: 2023,
Publisher: CMU, ISBN: 12345678910, Price: 99.99, Pages: 50 Author: Qi Liao has 1 book
publications.Note you must properly handle all possible exceptions to prevent program crashes.
Please do not hard code absolute file paths that are unique to your computer. Use relative paths
and assume the files are located in the same directory of your program. You do not need to submit
the two data files that you downloaded from Blackboard.](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)