Ditutup

Automate processing of unstructured data from google search results

I am Eduardo Schnadower, a PhD student at Carnegie Mellon University Heinz College.

The goal of the project is to try to determine whether sponsored search results offer better prices than organic results when using Google to search for products.

We already scraped 140,788 search results, but processing them is taking a lot of time, as we are currently doing it with humans.

What we need your help for is to use ML to either reduce or completely eliminate the need of human processing.

Here it is what the humans are currently doing:

A) They are shown a screenshot of the rendered search result, along with a reference image and text describing the product. They also have the option to see a downloaded HTML of each search result, but because it is saved locally, the rendering may not be good.

B) Based on the screenshot and/or HTML, the human tells us:

a. The price of the product (this was already done with a tool called DiffBot, but we have the human confirming as the results extracted by Diffbot, as they may not be 100% accurate).

b. Whether it is the same model as shown in the reference image and text description (for example, if the reference description of a laptop says 4gb of ram and the result shows 8gb, it’s not a match. If a stroller’s description or photo says it’s blue and the result shows a green one, even if it is otherwise identical, it is not a mach. If the result is offering an additional bundled item that is not mentioned in the reference text or image, it is not a match.

c. Whether the product is available for sale and in stock.

d. Whether the product is sold in US Dollars or another currency.

But this has been taking a very long time and we are still very far from the end. We think that someone with expertise in machine learning can help us considerably reduce the amount of work that needs to be done by humans.

Kemahiran: Perlombongan Data, Image Processing, Bahasa Semulajadi

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Tentang Majikan:
( 0 ulasan ) United States

ID Projek: #20116054

10 pekerja bebas membida secara purata $447 untuk pekerjaan ini

Valuesolutions

Hello, I have read the details provided and i am positive i can provide quality work,please contact me to discuss more on the project deadline and some other few things

$250 USD dalam 7 hari
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umairkaramat24

Hello There. How are you doing? I have read the description, I have great experience doing similar jobs related to these skills Data Mining, Image Processing, Natural Language. Please start the chat so we can have deta Lagi

$555 USD dalam 10 hari
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anvitmangal

Hi Eduardo! I am a Computer Vision Researcher from IIT Delhi and am currently working as an AI engineer at TU, Munich. First of all kuddos for the detailed project description. After reading it, what I understood was Lagi

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lizzymoore8543

I'm a Data analyst with over 8 years experience in SPSS, Mintab, Joomla, Data Anaytics- R, Python, mathematics, seaborn, fastai, Pycharm,NILM algorithms Matlab,PCB,PLC ,Machine learning, Autocad, IoT *....I also have a Lagi

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braincenter

I DO NOT OUTSOURCE I have been a freelancer for the past 8 years, I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details

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ZhenG2019

Dear Sir. I read your requite carefully and almost understood, but yet i don't well know for detail content of your project. Your task is enough possible, but it should be train machine learning. For this, you has to s Lagi

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BaizheS

Hello. I read your proposal carefully. I am a machine learning expert that have many experiences in image classification, object detection, and NLP by tensorflow, caffe, opencv deep learning. For training, I need refe Lagi

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mingguo808

I am a senior AI project developer with 9 years of professional experience. Especially, I've rich experience on Machine Learning, Speech processing, Computer Vision, Natural Language Processing(NLP), Time Series Analy Lagi

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vishalitware192

Hello Sir Thank you for your job posting. I am an expert software engineer with high experience and deep knowledge of computer vision and Image Processing. The image processing: image enhancement, filtering, edge dete Lagi

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