Natural Language Processing And Machine Learning Techniques

The manuscript at hand presents a framework that implements Natural language processing (NLP) and machine learning techniques to extract synthesis parameters of metal oxides from a large set of published articles. The manuscript also presents insights into the key synthesis parameters using machine learning algorithms. NLP technique is of broad and current interest in many research areas and it is being extensively used to extract information on a large scale, which is otherwise not feasible via manual exploration. In the field of chemistry/materials, NLP holds immense promise to extract useful information the literature, such as extraction of materials properties, processes, and various synthesis details. However, NLP has not been†¦show more content†¦I believe the current manuscript holds the merit to be published in a high-quality journal, and my recommendation is to accept the manuscript to be published in Chemistry of Materials. The authors may want to address the following list of minor issues to further improve the manuscript: 1. Logistic regression classifier is applied to distinguish paragraphs that are related to synthesis from other non-synthesis related paragraphs. Applying logistic regression to classify the paragraphs is an elegant way to determine the synthesis details, however, it might have errors in the classification (95% accuracy in the current manuscript). A simpler way to classify would be to search for section titles like ‘Methods’, ‘Materials’, ‘Methods and materials’, etc., and then classify the text in this section as synthesis paragraphs. It will be worth considering this approach and comparing it with the logistic regression approach. However, the former technique might not work if the search paper is a review article. 2. From the description presented in the manuscript, it appears that the data is extracted from the paragraphs. However, there are articles where the information is presented in the form of tables/figures. A discussion on the scope of data extraction from tables/figures would be of significant interest to the chemistry community as large amount of chemical/materials data is published in this format. 3. It would be helpful to have an explanation of theShow MoreRelated Artificial Intelligence and Investing Essay1648 Words   |  7 Pagesintelligence. The techniques of this intelligence include knowledge-based, machine learning, and natural language processing techniques. Investing can be defined as the act of committing money to an endeavour with the exception of obtaining profit. Investing activities require data identification, asset valuation (the process of determining the worth of something), and risk management (the process of managing the uncertainty in investment decision-making). 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The couple embraced on the doorstep and entered the house Essay Example For Students

The couple embraced on the doorstep and entered the house Essay The couple embraced on the doorstep and entered the house. They fell onto the bed and began to make love. They were too engrossed in each other to notice events around them. The birds, the burning of the tea, and the man, creeping out of the shadows. His friends said he was as quiet as a mouse. He did not like that expression. He preferred the name death! The sun rose slowly above the horizon, casting its pinkish glow across Schezhuan. In the light, the sign Schezhuan Noodle Factory could be read on the side of a huge grey concrete building. A short stumpy man waddled up to the small red door in the side of the factory and forced his large brass key into the hole in the door. The badge on his chest informed everyone that he was, in fact, Long-How Thae, the factory manager. He was typical in Chinese appearance for someone of his age. Balding head of black hair, squat face and a shirt that had so many buttons undone, it was a wonder how it didnt fall open. As he opened the door on what he thought was going to be another uneventful day, a scene met his eyes. A scene of complete carnage. His factory was a complete mess, that machines all broken, and the night workers. Shit! he thought. He ran at an amazing pace for a man of his stature across to the other side of the room where his four night watchmen lay on the floor in a pool of blood. All tied up together and slumped against a concrete pillar, a single shot through each of their heads, and their guns, laying next to them. Long-How put down the phone, relieved that the police were on their way. He wondered whether to report his wife missing at the same time. She had only be gone a night. Long-How realised that his wife had been going out most evenings and had been returning later and later each time. They had had a row about these late nights and she stormed out and still hadnt returned. No. The police will have enough on their plates. Shell come back. Five minutes later, the police turned up along with two ambulances and a C. S. I. team. The paramedics ran across to the four men, but when they saw the state they were in, they lost the urgency about them. All their energy just seemed to flow from them. A tall muscular policeman walked up to Long-How. He had a small Hitler style moustache. It seemed extremely out of a place on a Chinese man. Hi, Im Sam Peng, he said as he strongly shook Log-Hows hand. Hi, came the weak reply. Meng Ni sat slumped in his large office. It was extremely well equipped with leather chairs and fine mahogany tables. Two men, almost identical, stood on the opposite side of the room to the tall, lean yet fearsome looking Meng. The office was that of Helterok Noodle Factory, a large fine looking wooden building on the outside, which was even more impressive on the inside. Meng took a long draw from what can only be described as a huge, fat Cuban cigar, and let out a long breath of smoke which bellowed its way up towards the ceiling, all the time circling round and around before being dispersed around the room by a small bamboo fan in the centre of the ceiling. Meng watched repeated this a few times, watching the smoke closely each in time. Is it done, he said simply, still watching the ceiling. Yes. The factory is crippled and I killed all I found. It was extremely easy considering they were all armed and I wasnt. I believe that my brother has also done his part. Have you, asked Meng, finally drawing his gaze from the smoke to lay his eyes upon the two nervous men against the wall. Of course, said the second man in a rather sheepish voice. Yelip Orpfars is dead. He was with another woman. I killed her too. I hope you will not disapprove. Was she pretty? Very. Then perhaps you should have brought her to me. Go, my assistant will pay you. The two men walked out of the room and Meng swung his chair around to look out the window. On the horizon, the village of Schezhuan could be made out with its unmistakable noodle factory rising high above all the other buildings. Meng simply laughed. For years now he had felt angered by the Schezhuan Noodle Factory, opening as rivals to his factory. Offering cheaper noodles. And even though his Helterok Noodles were of course the best, his overheads went down, and Long-How made a small fortune within a month. For some reason, Meng still felt angry. Then it dawned on him. He swung sharply, His think black eyebrows pointing downwards, almost meeting in the middle of his forehead. His head of black hair drawn into a ponytail at the back of his head. A small wisp of hair grew on his chin. All of it seemed to quiver in madness with him. He picked up his phone and called his assistant. Are the Tei brothers still there? Good. Send them back through. Theres one more thing I want. Long-How slumped back in his armchair next to the fire. There was no point on him being at work while the C. S. I. was there so he decided to come home. He looked across at the village of Schezhuan. It consisted of about a hundred houses, all of which were built for and housed the workers of Long-Hows factory. They would now be without work while the factory was re-established and Long-How would be without any form of income. Form the noodles or the rent, as the workers would have no money. He gazed at the sun, now directly overhead. Essay on Cyber Crime and BusinessesHe had managed to manipulate the local government and they agreed that the administrators should take a backbench and just watch what Meng was doing with all the money that he obtained. He gazed at the door of reception at the front of the building. He wasnt sure how, but he could tell that trouble was about to come through the door. Open the door and let the man through up to my office! These words echoed around the factory and the workers looked up at the boss looking down at them. The guards at the front of the factory rushed up to the door and pulled it open. Meng turned back and returned to his office. About a minute later, a guard entered the office. Sir, its Lo à ¢Ã¢â€š ¬Ã¢â‚¬Å" I am aware who it is Hey, replied Meng. But Sir, hes armed. I know! Very well Sir. With this the guard stepped back outside the office. A rush of air could be heard, shortly before a large amount of blood covered the floor and wall of Mengs door and surrounding office. That, was unnecessary Long-How! Long-How stepped through the door and into sight of Meng, who did not seem too disheartened by the fact that he had just witnessed the death of a human. Long-How gazed up at Meng and noticed the samurai sword, high up in a glass case above Mengs case. With simply a raise of his hand, Meng smashed through the case and grabbed the sword inside, holding into it as if it were his lifeblood. You were Samurai too? asked Long-How, the words still not relenting his anger and tension in the room. No. I am a Samurai. Mengs small fat lips grew into a wide smile and a row of sparkling white perfect teeth could be seen. Long-How simply stood there and penetrated Mengs eyes with his stare. Why dont you crawl back to youre factory, or I will have to make you get down on youre hands and knees and make you beg me to ram this sword down youre throat. Samurais dont give up merely in the face of death, and with this, they both let out their own ancient samurai chants as they charged at each other. Long-How vaulted a table and jumped high above Meng, swinging down his sword with an almighty force. Just in time, Meng managed to force his sword in between his opponents and his skull. Long-How carried in his jump and turned around as he landed. Yes. It had all come back. Long-How gazed down at his sword. Once more, the two combatants leapt into fearsome action, both deflecting powerful blows and both showing that they were still two of the best samurai fighters in the world. Blow after blow came, unrelenting. The sound of clashing swords echoed around the factory floor and drove the workers to stop and look up at the two silhouettes locked in almighty combat. They danced around the room, leaping over both swings of the sword and any pieces of furniture that happened to get in their way. Beads of sweat hung onto their faces, like climbers, eager to avoid the drop to the floor, but the inevitable happened as the men swung their heads this way and that and the beads were dissipated across the room. Patterns were drawn on the wall from the light, which repeatedly glinted from the blades as they danced around the room, occasionally entwining to perform a move or two together. After a particularly vicious move pulled by Long-How which completely caught Meng by surprise, but which he managed to deflect nevertheless, the two men stood on opposite sides of the room to each other, stationary. Just eyeing each other. All of a sudden, without any form of warning. Meng charged with amazing speed from the other side of the room. He leapt into the air. He pushed his blade forward and slammed it hard into Long-Hows stomach. At exactly the same time, Long-How raised his and pushed it into Mengs right eye. Even though he was losing his energy, constantly draining out of his body, dripping into the floor from his wound in his midriff, Long-How managed to summon the energy to drive the blade further into Mengs head. The hilt touched the forehead of the now deceased and Long-How relaxed his grip and collapsed onto the floor, shortly followed by the limp body of Meng Ni. Long-How merely looked at his dead fighting partner and smiled. He reckoned that he was the only person to have ever smiled with a two-foot samurai sword in his belly. He felt that justice had been done. He rolled on to his back and the sword was pushed out of his body by the green carpet, now black across a wide area due to the sheer amount of blood that had been sent across it by the fact that a majority of Mengs eyes and brain now lay on the floor, having been sent out the back of the skull. Long-How lay there for about three minutes, dreaming of his wife, and remembering the moment he had killed Meng Ni. His breathing grew slower, and slower, but even though he felt that he wanted to die and join his wife, he still felt scared. But doesnt everyone when they are about to die?

Who Else Wants to Learn About Us Regents Essay Topics?

Who Else Wants to Learn About Us Regents Essay Topics? In that sense, it appears no wonder the very first reaction of many is to attempt to present a positive, unified face to the folks who'd ridicule us. The irony of the entire film can be found in the simple fact that it's the father's fault they were banished to live out close to the forest, but all the blame is set on the oldest daughter. Do not increase your odds of being discontinued from your studies due to trusting people who can't even assist with choosing history essay topics for high school students. A transition between two paragraphs occurs either in the previous sentence of the very first paragraph or the very first sentence of the second. The Benefits of Us Regents Essay Topics In any case, our customer support representatives are offered on a 24-hour basis. If you wish to be a fantastic teacher you shouldn't have an issue giving up your evenings and weekends. Students lead busy lives and frequently forget ab out an approaching deadline. As a consequence, many students utilize the aid of special on-line services. Being a complicated job, essay writing is connected with many mistakes students have a tendency to make. Because of this, one needs to understand how to compose a vital lens essay at the high academic level, since it reflects the overall amount of education of a student. As a student in any of the sciences, there might come a time as soon as your instructor will request that you compose an observation paper about an experiment you've completed. 1 male student said he felt it was very hard to teach such diverse learners. To the contrary, the writing ought to be laconic, but clear. So, the intro part needs to be captivating enough to find the reader really interested in what you've got to say. The writing process is going to be a pleasure, and your reader will delight in reading your bit of academic writing. In addition, you get unlimited revisions. The Good, the Bad and Us Regents Essay Topics Your very first draft will incorporate all the essay's vital info but might need minor revisions to guarantee the maximum quality of writing. You may pick a subject that appears to be relevant. Think about the absolute most critical issues and introduce them. There is a superb number of topics that may be used to compose impressive parts of academic writing. Anyway, adequate research and knowing of the material also play an essential role in writing an excellent essay. Kindly note our service isn't confined to developing extended essay history topics. The big challenge comes from how the search for the appropriate and intriguing subject is truly tricky. A thematic essay is a significant portion of the education procedure. The ordering procedure to acquire your captivating and authentic world history essay topics is pretty straightforward. The introduction should prepare the subject, giving the reader a summary of the topic of your observation and its context. It starts with the quote, which is not just an ordinary sentence from the text, but a significant statement that holds considerable value. Introduction The very first section of an essay is the introduction. It is not sufficient to understand what's a thematic essay. For example, compare and contrast essay is quite popular and it's tough to compose it. Normally, a crucial lens essay follows a typical essay format pattern. Thus, writing a history paper will definitely be fun, if you only opt for a really intriguing history essay topic. If you don't understand how to compose a thematic essay, there's always a means out we can write an essay for you. Therefore, nobody can learn that you buy a history essay sample from us. The next stage of writing a thematic paper is to decide on the appropriate process of the way to compose a thematic essay. The introduction should supply a summary of the paper. Most history essay topics are too big for a couple pages. Consider the subject of the history essay you've already written before. If you wish to compose a superior history essay you'd better opt for a topic that's familiar to you.

Animal Science Research Paper Topics

Animal Science Research Paper TopicsAnimal science research papers for college students, regardless of the level they are in, require a lot of preparation. Animal research is a field that deals with testing different products and their effects on animals, so there are many different aspects of this type of science that should be taken into consideration when writing the paper.To be successful in animal research, the student should make sure that they are well prepared for the different tests and the various types of animals that will be used in the experiment. Depending on the type of animal that will be used in the experiment, this can be a very complicated process. Many animal science researchers only have three to four pets at any given time, and some will only use one or two at a time in the experiments. For this reason, it is important to make sure that the student understands what each animal type can do and how they interact with one another.There are many different kinds of a nimals that can be used in animal science research paper topics. These include rodents, monkeys, and fish. All of these different types of animals are very different from one another, and each will be used differently in experiments. This can be done by keeping track of the different factors that could be involved with each animal, such as the size of their ears, the size of their claws, and color of their fur. In addition, because some experiments will use more than one animal, this will also need to be kept in mind.It is very important to remember that in any type of study, it is very important to choose a specific animal that is safe for the type of test that will be conducted. This is the same principle that is used when a woman is pregnant, and she is tested to determine if she is having a boy or a girl. It is important to find out the sex of the animal and what it was before the test.Another thing that should be kept in mind is that the tests will vary depending on the area th at the experiment will take place in. As an example, in a lab setting, there will be a specific number of rats that will be used. These can be found through the description of the experiment that has been created, which should be found through the research portion of the paper. It is also important to keep track of the type of food that will be used during the test, as this is needed to be added to the animal's diet.The most difficult part of animal science research paper topics is choosing the right type of animals to use in the experiments. Many people choose to use dogs, because they do not present many problems when it comes to their behavior and their metabolism. However, in other cases, people will have to use cats or snakes, and this can make the entire process difficult. If the experiment involves larger animals, then the animal's metabolism will need to be controlled and they will have to be fed a certain amount of food at one time.One other thing that is important in anima l science research paper topics is keeping track of the different forms of treatments that have been used for the different animals. The main goal in any type of science, whether it is in the classroom or in the laboratory, is to know as much as possible about the test that has been conducted. Keeping track of the treatments can make it easier to remember what was done to the animal in the past.Keeping these tips in mind when writing animal science research paper topics will help anyone who is interested in doing so to focus on the right details. By doing this, the student will be able to increase their chances of being successful in their experiments.

The Characteristics of Dress Code Essay Topics

The Characteristics of Dress Code Essay Topics Think about a few teens you know. They believe that cigarette smoking is not just dangerous for the folks who smoke, but also for others around them. When it has to do with expressing ones self, teenagers will always discover a means to achieve that. Attempt to consider what age is very good for students to date with one another. What Has to be Done About Dress Code Essay Topics This essay will consider arguments that school uniform shouldn't be a portion of our kids' education and to point out a few of the troubles with these views. Citations and extracts from several sources have to be formatted properly. If your paper includes more than only a simple discussion of security in schools, you may want to include a small background information regarding gun control. At this time you've got to compose a paper about education. Think about the local evening news program and why you ought to be chosen as the student reporter. Imagine your school does not own a school newspaper. Children watch an excessive amount of television. Therefore, many students and employees decide to get affordable essay rather than writing it themselves. In a respectable university, there truly is a demand for a dress code in order for it to be in a position to keep a decent and skilled image and an atmosphere conducive for learning. It is going to then put forth the explanations for the debut of mandatory dress code programs in schools which don't already have them. To begin with, you ought to know that having a dress code is the best selection for the middle school. Although you will nonetheless be able express your individuality because you'll have choices about what to wear in the morning. As you pay for homework, we provide those options at no cost. The teacher still has to block the class and compose a pass. Consider the changes which are needed at your school. Think of one thing you're expected to learn in school that you don't think ought to be included in the curriculum. What's Actually Going on with Dress Code Essay Topics Everyone has an opinion about what's too short, what's too long, what's too low, what's too high, what's too tight, and what's too loose. You should draw their attention just to the evidence which supports your view. Think of some arguments to back up your opinion. Think of some reasons to strengthen your opinion. Since there's a dress code, students aren't going to receive judged as much of what it is that they are wearing. Instead of saying no low cut shirts or cleavage, it says all private parts must be covered at all times, she says. Possessing a dress code is likely to make the school more presentable and appear more profession al. The structured dress code should not be put to try at Dunedin Highland Middle. Shoulder showing could really become crazy. Transforming the dress code is the incorrect alternate for a growth in academic potential. Accepting precisely the same dress code for everyone means leaving them without the chance to choose what they would rather wear. Business Casual dress has become the most efficient dress attire for those organizations across America. Our customer support will gladly tell you whether there are any special offers at the present time, together with make sure you are getting the very best service our company may deliver. Business casual dress permits the employees to concentrate on their performance to boost the profit for the company while being comfortable at the very same time. The aim of a business casual policy is to give a comfortable work environment whilst still projecting a professional image. According to Maysonave, non-verbal communication is extremely vital at the office. A Startling Fact about Dress Code Essay Topics Uncovered Man agers should be asked to dress in a professional manner whatsoever times. Some schools in america are requiring that students volunteer for a number of hours each semester to assist on a community issue. Students won't ever listen! They lead busy lives and often forget about an upcoming deadline. Think of one school rule which you really dislike. Often higher morals and ethics are related to uniform dress code. Every time a typical dress code is set, the corporation is likely to make certain that they are in compliance of the safety laws. You should do research into the problem of implementation of dress code in today's academic world. The Essentials of Dress Code Essay Topics That You Will be Able to Benefit From Beginning Right Away There's, obviously, a limit on the variety of pages even our finest writers can produce with a pressing deadline, but generally, we can satisfy all the clients seeking urgent assistance. When you're working on an academic paper, it is relati vely clear that you should attempt to fulfill all stylistic and formatting requirements together with check your spelling, grammar and punctuation every single time you finish another paragraph. Since you should present your own view on the matter in the essay introduction, it's important to remain sure the direction you do it meets the requirements for the sort of writing you are assigned. Well, the response isn't too obvious here.

Korean Sample Essay on Family

Korean Sample Essay on FamilyWriting a Korean sample essay on family is quite different from other subjects. If you are considering writing the paper, it is very important to understand Korean culture, values and traditions so that you have a clear understanding of how to write a Korean essay. Here are some things that you can do to make your writing experience better.Start a Korean sample essay on family by preparing a family story. Write in simple words, but with a little bit of detail to make your writing more vivid. Get a lot of information about your family and how it started, and tell a little about your own family's story as well. Then add details to the story, making it less about the writer and more about the subject.Talk about each member of your family as he or she was important to you. Create a story about each person, starting with how your mother first met your father. Show how the two of them became best friends, the special moments they shared, and how the two of them learned how to be parents. Think about what your son or daughter is like and how your relationship with them is going to change in the future. Let your imagination go wild and describe your family members as you know them right now.Include details about what it was like growing up in your family, for example, how your mom and dad struggled when you were growing up. Try to talk about things that happened to your family that have little to do with education or how you grew up. One good way to do this is to talk about your family's traditions, or about how your family has always struggled and to what extent they still do. Remember that your paper will be judged by the people who read it, so you should give them some interesting and relevant information.Start a Korean sample essay on family by telling a few stories. You should not write too much about yourself in your story. This is important because you will not have the chance to get too personal in your work. Tell the reader what th ings mean to you, what you hope to accomplish in the future, and why the people in your family are important to you. It is best to start with a short story about your family, so that you can focus more on what it means to you to write the essay.When you describe each member of your family, try to tell the reader what traits he or she has that set it apart from other families. You may want to use examples, for example, you may mention how your husband is more active than most people who have three children. Focus on the qualities that make you love your family so much, so that your writing will come across as a true depiction of the real experiences you went through. You may also want to tell your readers that you were really touched by the attention the two of them gave you.Start a Korean sample essay on family by telling a bit about your life. List the different points you want to include in your paper. For example, if you want to mention that you were raised in a house where you c ould grow up in the modern world, but still find your roots in the countryside, list this as an aspect of your life. However, don't forget to mention the disadvantages, like how your family will never experience traditional wedding rituals. Also, if you are fond of sports, write about it and how you became involved in it.In conclusion, let's talk about your family. Write a Korean sample essay on family about your family, about the aspects that you would like to include in your paper. Just remember that it is not a set of guidelines but a bit of personal preference, so write in your own style. You can always modify it in the future, so there is no need to worry about being stuck with a certain story.

Project Management-Chapter 8 Review Questions Essay Example

Project Management-Chapter 8 Review Questions Paper How does resource scheduling tie to project priority? -resource scheduling is directly tied to the project priority, because of the amount of available resources. The resources available will automatically go towards the project with the highest priority assigned by the organization’s objectives. 2. How does resource scheduling reduce flexibility in managing projects? -Resource scheduling will reduce the flexibility because the scheduling system will reduce slack in increasing the number of critical and near-critical activities. . Present six reasons scheduling resources is an important task. oIt allows the project manager check to see if the resource is adequate and to assess the availability of resource. oIt allows the PM to consider possible alternatives for limited resources oIt allows multiple projects to be worked on at the same time, even if they are utilizing some or all of the same resources needed. oIt allows PM’s to see how much flexibility they have with man aging certain resources. Will help see if the project is assigned a realistic time line oIt will allow the PM to see which resources have priority 4. How can outsourcing project work alleviate the three most common problems associated with multiproject resource scheduling? -Outsourcing is a great way to improve the utilization of limited resources and make sure the project is running smoothly and efficiently and reduce bottlenecks. 5. Explain the risks associated with leveling resources, compressing or crashing projects, and imposed durations or â€Å"catch-up† as the project is being implemented. The risks associated with leveling resources, compressing or crashing projects, and imposed durations are if flexibility is decreased and the risk of project delay is increased. 6. Why is it critical to develop a time- phased baseline? -It is important to develop a time-phased budget because they are critical to having a reliable project schedule. Other systems won’t allow the PM to measure the amount of work completed or manage resources as well. We will write a custom essay sample on Project Management-Chapter 8 Review Questions specifically for you for only $16.38 $13.9/page Order now We will write a custom essay sample on Project Management-Chapter 8 Review Questions specifically for you FOR ONLY $16.38 $13.9/page Hire Writer We will write a custom essay sample on Project Management-Chapter 8 Review Questions specifically for you FOR ONLY $16.38 $13.9/page Hire Writer