Chapter 646 646. What? ! Am I cheating myself? !
Everyone discussed together for a while and recorded almost all the issues that Boss Cao said.
The first is the problem of information cocooning that may arise after accurate push. Liu Guangran already has a plan for this problem, but there may be areas that need to be adjusted in the actual application process.
Then there is the issue of vulgarity and inferior information in push messages, which will cause users to gradually pay more attention to these contents.
Then Liu Guangran's suggestion is to label and weight the information, and at the same time reset the relevant weights within a certain time range.
For example, I usually like to watch some vulgar push content. Then in order to allow some high-quality content to come in, I will reset the information tags received by this user to reduce the frequency of pushing low-quality content.
In fact, self-purification is also a very important step in the development of the company.
After all, Bomi is now very large. If you don't do it well, you may be caught. Even if your original intention of making these things is not like this, it may lead to the collapse of your reputation later.
In addition, in the future, the authorities will definitely rectify this area. There will definitely be many merchants who will not hesitate to bring in a lot of eye-catching and inferior content in order to pursue profits. So Bomi must do a good job of self-screening before accurately pushing it, so that This will ensure that there will be no problems in the future.
Another issue is the problem of killing people familiar with big data. Cao Yang will definitely not do this. After all, the conscience of businessmen lies here.
What is big data killing?
That is to say, by obtaining your previous purchase information and search content, I can almost make a more accurate assessment of this person's financial situation, personal preferences, etc., so that the next time you purchase a similar product , the price will be specially raised for you. In other words, the more times you buy the same product, the more likely you are to be ripped off.
This is actually a very anti-human cognition thing, because the things we usually come into contact with the most in life are -
The more you spend in our store, the more you become our VIP user, so we will give you discounts and provide better services.
Only in this way can core users be retained.
But in fact, the merchants are very aware of the user's psychology. They know that you are good at it, and there is no comparison at all, so they will deliberately rip you off, and they will rip you off in the way that you like and feel the most comfortable.
This is rather disgusting.
Once it is exposed, it will be a great damage to the company's reputation, and the same is true for the platform.
Therefore, when Cao Yang first formulated a precise push strategy, he must emphasize this point to prevent big data from becoming mature.
"Well, yes, word of mouth is far more important to us than short-term interests." Brother Xiao Ma strongly agreed with Cao Yang's point of view.
If it were in his previous life, he would definitely not feel this way.
This is probably one of the butterfly effects caused by Boss Cao coming here.
A company that attaches great importance to reputation will naturally bring enough security and trust to its users. Of course, if the reputation collapses, the damage to the company will be far more serious than other companies.
It's almost all discussed.
Everyone recorded what they wanted to do.
Most of the work is on Liu Guangran's side.
"First of all, we need to make a font library, find relevant schools to cooperate with, and ask teachers to help us provide students' handwriting to us, and then store it in the font library. This process may take several months." Liu Guangran concluded. Said, "As long as more handwriting is stored in the database, the font recognition will be more accurate in the future."
From the beginning, artificial intelligence recognition may take a year, two years or even longer, but now it only takes a few months. In fact, great progress has been made.
Mainly because artificial intelligence has made great progress now, especially in the field of Go, it has won the world championship. Many algorithms and functions are actually the same. Artificial intelligence algorithms that can be used in the field of Go can Apply it to other areas through a certain degree of change.
The process is actually not complicated.
Liu Guangran gave a few months, mainly because the data collection process takes up a large part, that is, the so-called font creation process will be more time-consuming.
However, Cao Yang believes that these are all worthwhile. After the font is established, it is equivalent to an additional layer of guarantee for the country's data security in the future. Network privacy is important, and information security is equally important.
What needs to be distinguished here is -
Storage and viewing are two completely different things. Unless the police come to retrieve the information or encounter sensitive information, no one has the right to view the stored content.
Afterwards, Cao Yang plans to discuss this matter with the leaders to see if the corresponding laws can be improved and improved in the future.
"In this case, it will not be difficult to grade the exam through the mobile phone." Liu Guangran pondered.
This function saves time for teachers and does not delay their understanding of their students, because after the marking is completed, teachers still have to judge the students based on the results and provide guidance on related wrong questions.
So it shouldn't be a big problem.
In other words, if this technology is perfected in the future, Bomi's marking system can be used for college entrance examination marking.
"Do you want to provide error correction function?" Xiao Ma asked.
"Well..." Cao Yang thought for a while and said, "Error correction is still needed, but just don't give an answer. Let's do this first. We will wait for user feedback in the future and see how to deal with it."
This question raised by Xiao Ma is actually a concern about the abuse of marking apps.
If this grading system can not only correct errors, but also give correct answers, then many students will definitely use this loophole to cheat.
This is actually not conducive to the growth of students.
"Besides, there seems to be a problem here." Liu Qiang, who had been silent for a long time, thought for a long time, and then suddenly said this.
Everyone was discussing happily when they suddenly heard Liu Qiang's words and turned their heads.
"Huh? What's the problem?"
Cao Yang leaned on the table and looked at him with a smile.
Seeing the expectant look in his boss's eyes, Liu Qiang had the courage to speak. He pondered for a moment and said, "The problem here is that with the screen word picking function, it seems to be quite good.
But it doesn't seem to be a good thing for Bomi literature. "
Damn it!
After some reminders from Liu Qiang, Cao Yang immediately realized the crux of the problem.
Boss Cao experienced the pain of having his Singularity articles stolen in his previous life. Many times you worked hard to write a lot of words on the Internet, but in the end they were plagiarized by pirated websites, and people read your books on pirated websites. , I don't have to pay you yet.
How does this make the author feel embarrassed?
Therefore, in this life, Cao Yang personally paid great attention to the impact of piracy. After acquiring Singularity and starting Bomi Literature, he paid great attention to how to prevent theft through technology.
Now users have no way to copy the content of the work through the Singularity website, and they cannot obtain the information through screenshots. When taking screenshots, Bomi will do data protection, so you can only see a screenshot after taking a screenshot. Pile of useless data, Bomi Company's confidentiality is quite good, and it is basically impossible to crack it.
But now—
If the screen word extraction function is provided on the mobile phone, then the user can first obtain the photo by taking a photo, and then use the corresponding word extraction software to extract the text from the photo. Even if there is a certain possibility of typos, as long as it is later If you make more corrections, or wait until Bomi's word extraction software is perfected, there will basically be no problem.
After all, you can prevent others from taking screenshots through technical means, but there is no way to prevent others from taking photos.
Taking a screenshot is program logic, but taking a photo is a physical means. There is an essential difference between the two.
You can prevent the program through the program, but you have no way to identify others and physically take pictures! !
Why do you suddenly feel like you're poaching yourself?
Well…
Boss Cao is an old man.
Feeling very depressed.
Isn't this like using the son's spear to attack the son's shield?
The point is that now it's clear that Spear has the upper hand.
"What should I do? Can this kind of thing be solved?" Cao Yang looked at Liu Guangran.
The latter's heart suddenly jumped.
I feel like I'm going to have a myocardial infarction.
Why are you giving me all the problems?
"Huh?" Liu Guangran pondered for a moment, and suddenly an idea flashed in his mind, "Maybe we can provide some feature codes to solve this problem."
"Huh?" Liu Qiang and Xiao Ma looked at him at the same time.
"Although we can't handle this thing through physical camera shooting," Liu Guangran said, "but we can do some work on the base map."
"Huh? What do you mean?" Cao Yang suddenly became interested.
Because this thing is basically incomprehensible to Cao Yang. After all, Boss Cao also graduated from Tsinghua University in computer science. He deeply understands this truth. Now when Liu Guangran says this, is it funny?
"There are two ways," Liu Guangran said. "One is to add code to the base map on our literary website including the APP. For example, we can insert some code into the base map that cannot be distinguished by ordinary eyes, but can be recognized by machines. The feature code is just like the Bomi PPT template we use. During a meeting, you can tell at a glance that this is Bomi's PPT.
So the same goes for the articles in Singularity:
Although we can't see any difference in the base map, we can still capture it with a camera. But if we look at it in our image text extraction software, artificial intelligence will recognize the base map information and determine that the image comes from us. Literary website, then the text will not be extracted, or the extraction will fail, so there will be no problem.
Another way that may be more useful is to add code to the text. "
Liu Guangran picked up a marker and wrote a big word Bomi on the whiteboard.
"The resolution of the human eye is very limited, but machines are different. Our picture grid can reach several million pixels. On this basis, we process the text on the Singularity website and embed features into it. Code is also very simple.
So even if users can take pictures, when we use the extraction software, they can still be recognized and not processed. "
After Liu Guangran finished explaining, he turned back and looked at everyone.
Everyone was silent.
Two seconds passed.
Bang bang bang…
Boss Cao took the lead in applauding, "Wonderful! Guangran, you are simply a genius!"
Damn it!
Sure enough, this programmer was not in vain. Liu Guangran is really extraordinary. I don't know whether he has such a high talent to begin with, or because he has been influenced by Boss Cao for so many years, or because of the influence of his accumulated scientific and technological research. He caused this person's current thinking to be particularly active.
After listening to Liu Guangran's explanation, Liu Qiang and Xiao Ma couldn't help but admire and nod their heads.
To be precise, the reason why Liu Guangran's solution is feasible is that it actually takes advantage of the difference in image recognition between humans and machines.
Machines can see a lot of content that human eyes cannot capture, which makes this solution qualified.
"So, isn't there a certain problem with this?" Li Chang, who was next to him, silently raised his right hand, "If I process the photos through P-picture software and eliminate the feature codes, wouldn't I be able to extract the contents as well? the text?”
Everyone looked at each other and smiled without saying a word.
The laughter made Li Chang panic for a while.
Among everyone here, only Li Chang is not a programmer, so it may be difficult for her to understand what everyone is laughing at.
Xiao Ma explained to her with a smile, "Theoretically it is possible, but the problem is that when you use PS to do this, you may have lost the cost-effectiveness."
"Yes, this manual operation may be faster and more affordable than finding a typist to retype the article from front to back." Liu Qiang said.
"Moreover, we can use dynamic encoding," Liu Guangran added, "When we generate text on the Singularity website, we use one or more sets of feature code encoding, and then this part will generate a secret key for In the database, the word extraction software will also make timely changes based on the content of this secret key.
So even if there are some websites that can decipher and know our signature code, because we change and change it every day, the signature code they get will be invalid. "
This situation is equivalent to changing passwords and passwords for the soldiers on guard every day during combat. Even if you know yesterday's password, you can't know what today's password is.
I…
After listening to everyone's words, Li Chang opened his mouth. Although his chest was tight, he didn't know where to start his complaint.
"Yes." Cao Yang frowned and thought, "But there is still a problem, that is, our technical threshold is actually relatively limited. If other companies develop related text extraction software, then the signature code we made will have no effect. ”
"Um…"
After hearing Boss Cao's words, everyone fell into silence.
… (End of this chapter)
Chapter end
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